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Fei Huang 0004

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affiliation: Alibaba Group, DAMO Academy, Institute of Intelligent Computing, China

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2025
[j13]
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Yuxin Zhou, Huai Zhang, Shi Chen, Zheng Yuan, Chuanqi Tan, Fei Huang, Yicun Guo, Yaolin Shi:
TranSeis: A high precision multitask seismic waveform detector. Comput. Geosci. 196: 105867 (2025)
[j12]
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Rujiao Long, Hangdi Xing, Zhibo Yang, Qi Zheng, Zhi Yu, Fei Huang, Cong Yao:
LORE++: Logical location regression network for table structure recognition with pre-training. Pattern Recognit. 157: 110816 (2025)
[c183]
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Zhihao Fan, Lai Wei, Jialong Tang, Wei Chen, Siyuan Wang, Zhongyu Wei, Fei Huang:
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator. COLING 2025: 10183-10213
[c182]
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Zhikun Xu, Yinghui Li, Ruixue Ding, Xinyu Wang, Boli Chen, Yong Jiang, Haitao Zheng, Wenlian Lu, Pengjun Xie, Fei Huang:
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark. COLING 2025: 10435-10448
[i235]
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  - journals/corr/abs-2501-00888
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Weiqi Wu, Shen Huang, Yong Jiang, Pengjun Xie, Fei Huang, Hai Zhao:
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization. CoRR abs/2501.00888 (2025)
[i234]
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  - journals/corr/abs-2501-01821
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Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang:
SDPO: Segment-Level Direct Preference Optimization for Social Agents. CoRR abs/2501.01821 (2025)
[i233]
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  - journals/corr/abs-2501-04561
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Run Luo, Ting-En Lin, Haonan Zhang, Yuchuan Wu, Xiong Liu, Min Yang, Yongbin Li, Longze Chen, Jiaming Li, Lei Zhang, Yangyi Chen, Hamid Alinejad-Rokny, Fei Huang:
OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis. CoRR abs/2501.04561 (2025)
[i232]
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  - journals/corr/abs-2501-05727
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Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin:
Enabling Scalable Oversight via Self-Evolving Critic. CoRR abs/2501.05727 (2025)
[i231]
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  - journals/corr/abs-2501-07572
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Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang:
WebWalker: Benchmarking LLMs in Web Traversal. CoRR abs/2501.07572 (2025)
[i230]
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  - journals/corr/abs-2501-07793
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Feiteng Mu, Liwen Zhang, Yong Jiang, Wenjie Li, Zhen Zhang, Pengjun Xie, Fei Huang:
Unsupervised Query Routing for Retrieval Augmented Generation. CoRR abs/2501.07793 (2025)
[i229]
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  - journals/corr/abs-2501-09751
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Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking. CoRR abs/2501.09751 (2025)
[i228]
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  - journals/corr/abs-2501-11733
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Zhenhailong Wang, Haiyang Xu, Junyang Wang, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Heng Ji:
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks. CoRR abs/2501.11733 (2025)
[i227]
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  - journals/corr/abs-2501-13124
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Hao Lang, Fei Huang, Yongbin Li:
Debate Helps Weak-to-Strong Generalization. CoRR abs/2501.13124 (2025)
[i226]
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  - journals/corr/abs-2501-14492
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Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin:
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques. CoRR abs/2501.14492 (2025)
[i225]
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  - journals/corr/abs-2501-15383
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An Yang, Bowen Yu, Chengyuan Li, Dayiheng Liu, Fei Huang, Haoyan Huang, Jiandong Jiang, Jianhong Tu, Jianwei Zhang, Jingren Zhou, Junyang Lin, Kai Dang, Kexin Yang, Le Yu, Mei Li, Minmin Sun, Qin Zhu, Rui Men, Tao He, Weijia Xu, Wenbiao Yin, Wenyuan Yu, Xiafei Qiu, Xingzhang Ren, Xinlong Yang, Yong Li, Zhiying Xu, Zipeng Zhang:
Qwen2.5-1M Technical Report. CoRR abs/2501.15383 (2025)
2024
[b1]
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Fei Huang:
Multilingual named Entity Extraction and Translation from Text and Speech. Karlsruhe University, Germany, 2024
[j11]
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  - journals/tacl/LiLG0LYHYM0L24
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Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. Trans. Assoc. Comput. Linguistics 12: 210-228 (2024)
[j10]
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Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang:
A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation. IEEE Trans. Artif. Intell. 5(9): 4595-4606 (2024)
[j9]
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Xiang Chen, Lei Li, Yuqi Zhu, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Ningyu Zhang, Huajun Chen:
Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1546-1558 (2024)
[j8]
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Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li:
A Survey on Out-of-Distribution Detection in NLP. Trans. Mach. Learn. Res. 2024 (2024)
[c181]
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  - conf/aaai/LiMWHJ0X0J24
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Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Haitao Zheng, Pengjun Xie, Fei Huang, Yong Jiang:
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce. AAAI 2024: 18582-18590
[c180]
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Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang:
Preference Ranking Optimization for Human Alignment. AAAI 2024: 18990-18998
[c179]
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Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang:
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. AAAI 2024: 19458-19467
[c178]
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Hongyi Yuan, Keming Lu, Fei Huang, Zheng Yuan, Chang Zhou:
Speculative Contrastive Decoding. ACL (Short Papers) 2024: 56-64
[c177]
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Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Gao Xing, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang:
SocialBench: Sociality Evaluation of Role-Playing Conversational Agents. ACL (Findings) 2024: 2108-2126
[c176]
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Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) 2024: 3603-3614
[c175]
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Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li:
One-Shot Learning as Instruction Data Prospector for Large Language Models. ACL (1) 2024: 4586-4601
[c174]
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  - conf/acl/Chen00X0T24
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Zhuo Chen, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Kewei Tu:
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts. ACL (Findings) 2024: 7683-7694
[c173]
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Yuanhang Zheng, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
Budget-Constrained Tool Learning with Planning. ACL (Findings) 2024: 9039-9052
[c172]
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An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs. ACL (Findings) 2024: 10960-10977
[c171]
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Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan:
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. ACL (1) 2024: 11160-11174
[c170]
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  - conf/acl/WangCZLLYZH0024
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Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion. ACL (1) 2024: 11229-11245
[c169]
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Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Model Composition for Multimodal Large Language Models. ACL (1) 2024: 11246-11262
[c168]
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Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li:
Iterative Forward Tuning Boosts In-Context Learning in Language Models. ACL (1) 2024: 15460-15473
[c167]
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Dongyang Li, Ruixue Ding, Qiang Zhang, Zheng Li, Boli Chen, Pengjun Xie, Yao Xu, Xin Li, Ning Guo, Fei Huang, Xiaofeng He:
GeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark. ADMA (5) 2024: 198-212
[c166]
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  - conf/coling/LangZH0L24
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Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li:
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts. LREC/COLING 2024: 12539-12552
[c165]
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Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li:
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. LREC/COLING 2024: 14358-14369
[c164]
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Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Fei Huang, Yongbin Li:
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. LREC/COLING 2024: 14567-14578
[c163]
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Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu:
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training. LREC/COLING 2024: 14664-14675
[c162]
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Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li:
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. LREC/COLING 2024: 16776-16789
[c161]
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Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu:
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval. LREC/COLING 2024: 17031-17041
[c160]
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  - conf/cvpr/YeXYYHL0Z024
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Qinghao Ye, Haiyang Xu, Jiabo Ye, Ming Yan, Anwen Hu, Haowei Liu, Qi Qian, Ji Zhang, Fei Huang:
mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. CVPR 2024: 13040-13051
[c159]
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Jianqiang Wan, Sibo Song, Wenwen Yu, Yuliang Liu, Wenqing Cheng, Fei Huang, Xiang Bai, Cong Yao, Zhibo Yang:
OMNIPARSER: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition. CVPR 2024: 15641-15653
[c158]
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Chaoya Jiang, Haiyang Xu, Mengfan Dong, Jiaxing Chen, Wei Ye, Ming Yan, Qinghao Ye, Ji Zhang, Fei Huang, Shikun Zhang:
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model. CVPR 2024: 27026-27036
[c157]
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Yong Cao, Ruixue Ding, Boli Chen, Xianzhi Li, Min Chen, Daniel Hershcovich, Pengjun Xie, Fei Huang:
Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking. EACL (1) 2024: 1516-1530
[c156]
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Yuanzhi Zhu, Jiawei Liu, Feiyu Gao, Wenyu Liu, Xinggang Wang, Peng Wang, Fei Huang, Cong Yao, Zhibo Yang:
Visual Text Generation in the Wild. ECCV (53) 2024: 89-106
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Peng Wang, Zhaohai Li, Jun Tang, Humen Zhong, Fei Huang, Zhibo Yang, Cong Yao:
Platypus: A Generalized Specialist Model for Reading Text in Various Forms. ECCV (35) 2024: 165-183
[c154]
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Kang Chen, Qing Zhang, Chengbao Lian, Yixin Ji, Xuwei Liu, Shuguang Han, Guoqiang Wu, Fei Huang, Jufeng Chen:
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing. EMNLP (Industry Track) 2024: 697-711
[c153]
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Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
RaFe: Ranking Feedback Improves Query Rewriting for RAG. EMNLP (Findings) 2024: 884-901
[c152]
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Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang:
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. EMNLP (Industry Track) 2024: 1393-1412
[c151]
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Liang Zhang, Anwen Hu, Haiyang Xu, Ming Yan, Yichen Xu, Qin Jin, Ji Zhang, Fei Huang:
TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging. EMNLP 2024: 1882-1898
[c150]
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Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li:
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. EMNLP (Findings) 2024: 2461-2488
[c149]
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Anwen Hu, Haiyang Xu, Jiabo Ye, Ming Yan, Liang Zhang, Bo Zhang, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou:
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. EMNLP (Findings) 2024: 3096-3120
[c148]
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Chenhan Yuan, Fei Huang, Ru Peng, Keming Lu, Bowen Yu, Chang Zhou, Jingren Zhou:
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model. EMNLP 2024: 5527-5542
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Minzheng Wang, Longze Chen, Fu Cheng, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li:
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. EMNLP 2024: 5627-5646
[c146]
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Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. EMNLP (Findings) 2024: 7097-7135
[c145]
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Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang:
Retrieved In-Context Principles from Previous Mistakes. EMNLP 2024: 8155-8169
[c144]
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Feiteng Mu, Yong Jiang, Liwen Zhang, Chu Liu, Wenjie Li, Pengjun Xie, Fei Huang:
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario. EMNLP (Findings) 2024: 10225-10230
[c143]
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Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li:
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. EMNLP (Findings) 2024: 10883-10900
[c142]
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Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma:
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization. EMNLP (Findings) 2024: 11084-11100
[c141]
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Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang:
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. EMNLP 2024: 16658-16680
[c140]
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Houquan Zhou, Zhenghua Li, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang:
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. EMNLP 2024: 17446-17467
[c139]
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Haowei Liu, Xi Zhang, Haiyang Xu, Yaya Shi, Chaoya Jiang, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu:
MIBench: Evaluating Multimodal Large Language Models over Multiple Images. EMNLP 2024: 22417-22428
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Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li:
DialCLIP: Empowering Clip As Multi-Modal Dialog Retriever. ICASSP 2024: 12421-12425
[c137]
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Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong:
Training-Free Long-Context Scaling of Large Language Models. ICML 2024
[c136]
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Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. ICML 2024
[c135]
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Xiang Chen, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang, Yong Jiang, Fei Huang, Chengfei Lyu, Dan Zhang, Huajun Chen:
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. IJCAI 2024: 6216-6224
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Anwen Hu, Yaya Shi, Haiyang Xu, Jiabo Ye, Qinghao Ye, Ming Yan, Chenliang Li, Qi Qian, Ji Zhang, Fei Huang:
mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model. ACM Multimedia 2024: 6929-6938
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  - conf/naacl/LangHL24
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Hao Lang, Fei Huang, Yongbin Li:
Fine-Tuning Language Models with Reward Learning on Policy. NAACL-HLT 2024: 1382-1392
[c132]
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Xiao Li, Yong Jiang, Shen Huang, Pengjun Xie, Gong Cheng, Fei Huang:
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning. NAACL-HLT 2024: 5657-5667
[c131]
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Junyang Wang, Haiyang Xu, Haitao Jia, Xi Zhang, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang:
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. NeurIPS 2024
[c130]
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Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. NeurIPS 2024
[c129]
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Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. NeurIPS 2024
[c128]
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Chaoya Jiang, Hongrui Jia, Haiyang Xu, Wei Ye, Mengfan Dong, Ming Yan, Ji Zhang, Fei Huang, Shikun Zhang:
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model. NeurIPS 2024
[c127]
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Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Agent Planning with World Knowledge Model. NeurIPS 2024
[c126]
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Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li:
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. NeurIPS 2024
[c125]
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Shengyu Mao, Xiaohan Wang, Mengru Wang, Yong Jiang, Pengjun Xie, Fei Huang, Ningyu Zhang:
Editing Personality For Large Language Models. NLPCC (2) 2024: 241-254
[i224]
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  - journals/corr/abs-2401-01076
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Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li:
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever. CoRR abs/2401.01076 (2024)
[i223]
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  - journals/corr/abs-2401-01183
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Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. CoRR abs/2401.01183 (2024)
[i222]
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  - journals/corr/abs-2401-01286
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Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen:
A Comprehensive Study of Knowledge Editing for Large Language Models. CoRR abs/2401.01286 (2024)
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Rujiao Long, Hangdi Xing, Zhibo Yang, Qi Zheng, Zhi Yu, Cong Yao, Fei Huang:
LORE++: Logical Location Regression Network for Table Structure Recognition with Pre-training. CoRR abs/2401.01522 (2024)
[i220]
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  - journals/corr/abs-2401-07324
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Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang:
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. CoRR abs/2401.07324 (2024)
[i219]
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  - journals/corr/abs-2401-16158
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Junyang Wang, Haiyang Xu, Jiabo Ye, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang:
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception. CoRR abs/2401.16158 (2024)
[i218]
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  - journals/corr/abs-2402-09742
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Zhihao Fan, Jialong Tang, Wei Chen, Siyuan Wang, Zhongyu Wei, Jun Xi, Fei Huang, Jingren Zhou:
AI Hospital: Interactive Evaluation and Collaboration of LLMs as Intern Doctors for Clinical Diagnosis. CoRR abs/2402.09742 (2024)
[i217]
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  - journals/corr/abs-2402-12146
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Zijun Liu, Boqun Kou, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
Meta Ranking: Less Capable Language Models are Capable for Single Response Judgement. CoRR abs/2402.12146 (2024)
[i216]
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  - journals/corr/abs-2402-12195
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Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion. CoRR abs/2402.12195 (2024)
[i215]
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  - journals/corr/abs-2402-12750
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Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu:
Model Composition for Multimodal Large Language Models. CoRR abs/2402.12750 (2024)
[i214]
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  - journals/corr/abs-2402-12835
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An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs. CoRR abs/2402.12835 (2024)
[i213]
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  - journals/corr/abs-2402-15960
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Yuanhang Zheng, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
Budget-Constrained Tool Learning with Planning. CoRR abs/2402.15960 (2024)
[i212]
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  - journals/corr/abs-2402-16769
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Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu:
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval. CoRR abs/2402.16769 (2024)
[i211]
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  - journals/corr/abs-2402-17463
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Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong:
Training-Free Long-Context Scaling of Large Language Models. CoRR abs/2402.17463 (2024)
[i210]
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Jianyu Guan, Zongming Yin, Tianyi Zhang, Leihui Chen, Yin Zhang, Fei Huang, Jufeng Chen, Shuguang Han:
Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation. CoRR abs/2402.19101 (2024)
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Zhikun Xu, Yinghui Li, Ruixue Ding, Xinyu Wang, Boli Chen, Yong Jiang, Hai-Tao Zheng, Wenlian Lu, Pengjun Xie, Fei Huang:
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark. CoRR abs/2402.19248 (2024)
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Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu:
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training. CoRR abs/2403.00249 (2024)
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Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li:
Self-Retrieval: Building an Information Retrieval System with One Large Language Model. CoRR abs/2403.00801 (2024)
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Mieradilijiang Maimaiti, Yuanhang Zheng, Ji Zhang, Fei Huang, Yue Zhang, Wenpei Luo, Kaiyu Huang:
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching. CoRR abs/2403.01364 (2024)
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Wei Ye, Chaoya Jiang, Haiyang Xu, Chenhao Ye, Chenliang Li, Ming Yan, Shikun Zhang, Songhang Huang, Fei Huang:
Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. CoRR abs/2403.07883 (2024)
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Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li:
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. CoRR abs/2403.11124 (2024)
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Anwen Hu, Haiyang Xu, Jiabo Ye, Ming Yan, Liang Zhang, Bo Zhang, Chen Li, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou:
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. CoRR abs/2403.12895 (2024)
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Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Xing Gao, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang, Jingren Zhou:
RoleInteract: Evaluating the Social Interaction of Role-Playing Agents. CoRR abs/2403.13679 (2024)
[i201]
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Zonghan Yang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy. CoRR abs/2403.14589 (2024)
[i200]
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Jianqiang Wan, Sibo Song, Wenwen Yu, Yuliang Liu, Wenqing Cheng, Fei Huang, Xiang Bai, Cong Yao, Zhibo Yang:
OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition. CoRR abs/2403.19128 (2024)
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Hao Lang, Fei Huang, Yongbin Li:
Fine-Tuning Language Models with Reward Learning on Policy. CoRR abs/2403.19279 (2024)
[i198]
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  - journals/corr/abs-2404-02022
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Zhuo Chen, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Kewei Tu:
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts. CoRR abs/2404.02022 (2024)
[i197]
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Xiao Li, Yong Jiang, Shen Huang, Pengjun Xie, Gong Cheng, Fei Huang:
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning. CoRR abs/2404.11384 (2024)
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Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou:
A Survey on Self-Evolution of Large Language Models. CoRR abs/2404.14387 (2024)
[i195]
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Liang Zhang, Anwen Hu, Haiyang Xu, Ming Yan, Yichen Xu, Qin Jin, Ji Zhang, Fei Huang:
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning. CoRR abs/2404.16635 (2024)
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Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Agent Planning with World Knowledge Model. CoRR abs/2405.14205 (2024)
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Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
RaFe: Ranking Feedback Improves Query Rewriting for RAG. CoRR abs/2405.14431 (2024)
[i192]
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Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. CoRR abs/2405.14768 (2024)
[i191]
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Keming Lu, Bowen Yu, Fei Huang, Yang Fan, Runji Lin, Chang Zhou:
Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment. CoRR abs/2405.17931 (2024)
[i190]
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  - journals/corr/abs-2405-19856
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Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR abs/2405.19856 (2024)
[i189]
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  - journals/corr/abs-2406-01014
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Junyang Wang, Haiyang Xu, Haitao Jia, Xi Zhang, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang:
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. CoRR abs/2406.01014 (2024)
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Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
How to Understand Whole Software Repository? CoRR abs/2406.01422 (2024)
[i187]
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  - journals/corr/abs-2406-05644
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Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li:
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. CoRR abs/2406.05644 (2024)
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  - journals/corr/abs-2406-08116
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Zile Qiao, Wei Ye, Yong Jiang, Tong Mo, Pengjun Xie, Weiping Li, Fei Huang, Shikun Zhang:
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling. CoRR abs/2406.08116 (2024)
[i185]
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Feiteng Mu, Yong Jiang, Liwen Zhang, Chu Liu, Wenjie Li, Pengjun Xie, Fei Huang:
Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG Scenario. CoRR abs/2406.12429 (2024)
[i184]
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Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li:
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. CoRR abs/2406.14884 (2024)
[i183]
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Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li:
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. CoRR abs/2406.17419 (2024)
[i182]
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  - journals/corr/abs-2407-00942
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Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang:
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions. CoRR abs/2407.00942 (2024)
[i181]
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  - journals/corr/abs-2407-05682
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Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang:
Retrieved In-Context Principles from Previous Mistakes. CoRR abs/2407.05682 (2024)
[i180]
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  - journals/corr/abs-2407-10671
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An Yang, Baosong Yang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Zhou, Chengpeng Li, Chengyuan Li, Dayiheng Liu, Fei Huang, Guanting Dong, Haoran Wei, Huan Lin, Jialong Tang, Jialin Wang, Jian Yang, Jianhong Tu, Jianwei Zhang, Jianxin Ma, Jianxin Yang, Jin Xu, Jingren Zhou, Jinze Bai, Jinzheng He, Junyang Lin, Kai Dang, Keming Lu, Keqin Chen, Kexin Yang, Mei Li, Mingfeng Xue, Na Ni, Pei Zhang, Peng Wang, Ru Peng, Rui Men, Ruize Gao, Runji Lin, Shijie Wang, Shuai Bai, Sinan Tan, Tianhang Zhu, Tianhao Li, Tianyu Liu, Wenbin Ge, Xiaodong Deng, Xiaohuan Zhou, Xingzhang Ren, Xinyu Zhang, Xipin Wei, Xuancheng Ren, Xuejing Liu, Yang Fan, Yang Yao, Yichang Zhang, Yu Wan, Yunfei Chu, Yuqiong Liu, Zeyu Cui, Zhenru Zhang, Zhifang Guo, Zhihao Fan:
Qwen2 Technical Report. CoRR abs/2407.10671 (2024)
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  - journals/corr/abs-2407-14138
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Yuanzhi Zhu, Jiawei Liu, Feiyu Gao, Wenyu Liu, Xinggang Wang, Peng Wang, Fei Huang, Cong Yao, Zhibo Yang:
Visual Text Generation in the Wild. CoRR abs/2407.14138 (2024)
[i178]
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  - journals/corr/abs-2407-15017
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Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. CoRR abs/2407.15017 (2024)
[i177]
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  - journals/corr/abs-2407-15272
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Haowei Liu, Xi Zhang, Haiyang Xu, Yaya Shi, Chaoya Jiang, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu:
MIBench: Evaluating Multimodal Large Language Models over Multiple Images. CoRR abs/2407.15272 (2024)
[i176]
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  - journals/corr/abs-2407-19669
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Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang:
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. CoRR abs/2407.19669 (2024)
[i175]
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  - journals/corr/abs-2408-03092
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Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement. CoRR abs/2408.03092 (2024)
[i174]
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  - journals/corr/abs-2408-04840
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Jiabo Ye, Haiyang Xu, Haowei Liu, Anwen Hu, Ming Yan, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou:
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models. CoRR abs/2408.04840 (2024)
[i173]
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  - journals/corr/abs-2408-10764
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Chenhan Yuan, Fei Huang, Ru Peng, Keming Lu, Bowen Yu, Chang Zhou, Jingren Zhou:
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model. CoRR abs/2408.10764 (2024)
[i172]
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  - journals/corr/abs-2408-12321
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Chaoya Jiang, Hongrui Jia, Haiyang Xu, Wei Ye, Mengfan Dong, Ming Yan, Ji Zhang, Fei Huang, Shikun Zhang:
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model. CoRR abs/2408.12321 (2024)
[i171]
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  - journals/corr/abs-2408-14805
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Peng Wang, Zhaohai Li, Jun Tang, Humen Zhong, Fei Huang, Zhibo Yang, Cong Yao:
Platypus: A Generalized Specialist Model for Reading Text in Various Forms. CoRR abs/2408.14805 (2024)
[i170]
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  - journals/corr/abs-2409-03420
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Anwen Hu, Haiyang Xu, Liang Zhang, Jiabo Ye, Ming Yan, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou:
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding. CoRR abs/2409.03420 (2024)
[i169]
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  - journals/corr/abs-2409-05840
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Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li:
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR abs/2409.05840 (2024)
[i168]
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  - journals/corr/abs-2409-12186
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Binyuan Hui, Jian Yang, Zeyu Cui, Jiaxi Yang, Dayiheng Liu, Lei Zhang, Tianyu Liu, Jiajun Zhang, Bowen Yu, Kai Dang, An Yang, Rui Men, Fei Huang, Xingzhang Ren, Xuancheng Ren, Jingren Zhou, Junyang Lin:
Qwen2.5-Coder Technical Report. CoRR abs/2409.12186 (2024)
[i167]
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  - journals/corr/abs-2409-14195
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Xinghua Zhang, Haiyang Yu, Yongbin Li, Minzheng Wang, Longze Chen, Fei Huang:
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends. CoRR abs/2409.14195 (2024)
[i166]
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  - journals/corr/abs-2410-01353
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Zhenyu Pan, Rongyu Cao, Yongchang Cao, Yingwei Ma, Binhua Li, Fei Huang, Han Liu, Yongbin Li:
Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? CoRR abs/2410.01353 (2024)
[i165]
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  - journals/corr/abs-2410-01548
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Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li:
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks. CoRR abs/2410.01548 (2024)
[i164]
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  - journals/corr/abs-2410-04027
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Houquan Zhou, Zhenghua Li, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang:
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. CoRR abs/2410.04027 (2024)
[i163]
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  - journals/corr/abs-2410-07869
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Shuofei Qiao, Runnan Fang, Zhisong Qiu, Xiaobin Wang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Benchmarking Agentic Workflow Generation. CoRR abs/2410.07869 (2024)
[i162]
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  - journals/corr/abs-2410-08815
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Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li:
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization. CoRR abs/2410.08815 (2024)
[i161]
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  - journals/corr/abs-2410-13708
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Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li:
On the Role of Attention Heads in Large Language Model Safety. CoRR abs/2410.13708 (2024)
[i160]
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  - journals/corr/abs-2410-16977
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Kang Chen, Qingheng Zhang, Chengbao Lian, Yixin Ji, Xuwei Liu, Shuguang Han, Guoqiang Wu, Fei Huang, Jufeng Chen:
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing. CoRR abs/2410.16977 (2024)
[i159]
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  - journals/corr/abs-2410-17694
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Ziyang Chen, Xiaobin Wang, Yong Jiang, Jinzhi Liao, Pengjun Xie, Fei Huang, Xiang Zhao:
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms. CoRR abs/2410.17694 (2024)
[i158]
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  - journals/corr/abs-2410-22821
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Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. CoRR abs/2410.22821 (2024)
[i157]
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  - journals/corr/abs-2411-00622
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Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, Yongbin Li:
Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement. CoRR abs/2411.00622 (2024)
[i156]
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  - journals/corr/abs-2411-02937
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Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Pengjun Xie, Philip S. Yu, Fei Huang, Jingren Zhou:
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent. CoRR abs/2411.02937 (2024)
[i155]
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Zhen Zhang, Xinyu Wang, Yong Jiang, Zhuo Chen, Feiteng Mu, Mengting Hu, Pengjun Xie, Fei Huang:
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment. CoRR abs/2411.06207 (2024)
[i154]
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  - journals/corr/abs-2411-06208
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Xinghua Zhang, Haiyang Yu, Cheng Fu, Fei Huang, Yongbin Li:
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization. CoRR abs/2411.06208 (2024)
[i153]
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  - journals/corr/abs-2411-09116
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Yidan Zhang, Boyi Deng, Yu Wan, Baosong Yang, Haoran Wei, Fei Huang, Bowen Yu, Junyang Lin, Jingren Zhou:
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs. CoRR abs/2411.09116 (2024)
[i152]
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  - journals/corr/abs-2411-11909
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Hongrui Jia, Chaoya Jiang, Haiyang Xu, Wei Ye, Mengfan Dong, Ming Yan, Ji Zhang, Fei Huang, Shikun Zhang:
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization. CoRR abs/2411.11909 (2024)
[i151]
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  - journals/corr/abs-2411-13941
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Yalan Lin, Yingwei Ma, Rongyu Cao, Binhua Li, Fei Huang, Xiaodong Gu, Yongbin Li:
LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues. CoRR abs/2411.13941 (2024)
[i150]
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  - journals/corr/abs-2412-04905
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Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yongbin Li:
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling. CoRR abs/2412.04905 (2024)
[i149]
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  - journals/corr/abs-2412-05366
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Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng:
ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration. CoRR abs/2412.05366 (2024)
[i148]
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  - journals/corr/abs-2412-09468
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Yilei Zhao, Wentao Zhang, Tingran Yang, Yong Jiang, Fei Huang, Wei Yang Bryan Lim:
STORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading. CoRR abs/2412.09468 (2024)
[i147]
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  - journals/corr/abs-2412-12863
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Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang:
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check. CoRR abs/2412.12863 (2024)
[i146]
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  - journals/corr/abs-2412-15115
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An Yang, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chengyuan Li, Dayiheng Liu, Fei Huang, Haoran Wei, Huan Lin, Jian Yang, Jianhong Tu, Jianwei Zhang, Jianxin Yang, Jiaxi Yang, Jingren Zhou, Junyang Lin, Kai Dang, Keming Lu, Keqin Bao, Kexin Yang, Le Yu, Mei Li, Mingfeng Xue, Pei Zhang, Qin Zhu, Rui Men, Runji Lin, Tianhao Li, Tingyu Xia, Xingzhang Ren, Xuancheng Ren, Yang Fan, Yang Su, Yichang Zhang, Yu Wan, Yuqiong Liu, Zeyu Cui, Zhenru Zhang, Zihan Qiu:
Qwen2.5 Technical Report. CoRR abs/2412.15115 (2024)
2023
[j7]
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Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Binhua Li, Fei Huang, Luo Si, Qingshan Jiang, Yongbin Li:
Schema dependency-enhanced curriculum pre-training for table semantic parsing. Knowl. Based Syst. 262: 110264 (2023)
[j6]
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Shumin Deng, Jiacheng Yang, Hongbin Ye, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen, Ningyu Zhang:
LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2124-2133 (2023)
[j5]
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Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Xianzhe Xu, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin:
Achieving Human Parity on Visual Question Answering. ACM Trans. Inf. Syst. 41(3): 79:1-79:40 (2023)
[c124]
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  - conf/aaai/LiHCQ0HHDSL23
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Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI 2023: 13076-13084
[c123]
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  - conf/aaai/WuDZXHZ23
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Hongqiu Wu, Ruixue Ding, Hai Zhao, Pengjun Xie, Fei Huang, Min Zhang:
Adversarial Self-Attention for Language Understanding. AAAI 2023: 13727-13735
[c122]
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  - conf/acl/LiGFLMCLHL23
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Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. ACL (1) 2023: 2983-3000
[c121]
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  - conf/acl/Yuan0T0H23
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Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang:
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation. ACL (1) 2023: 3246-3264
[c120]
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  - conf/acl/LongHYHL023
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Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang:
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. ACL (Findings) 2023: 3515-3533
[c119]
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  - conf/acl/Cong0FLYHHLW23
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Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang:
Universal Information Extraction with Meta-Pretrained Self-Retrieval. ACL (Findings) 2023: 4084-4100
[c118]
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  - conf/acl/FangWMXHJ23
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Jinyuan Fang, Xiaobin Wang, Zaiqiao Meng, Pengjun Xie, Fei Huang, Yong Jiang:
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition. ACL (1) 2023: 4261-4276
[c117]
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  - conf/acl/0002FYHL23
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Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li:
Unified Language Representation for Question Answering over Text, Tables, and Images. ACL (Findings) 2023: 4756-4765
[c116]
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  - conf/acl/QiaoO0CYDTHC23
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Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen:
Reasoning with Language Model Prompting: A Survey. ACL (1) 2023: 5368-5393
[c115]
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Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li:
Domain Incremental Lifelong Learning in an Open World. ACL (Findings) 2023: 5844-5865
[c114]
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Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li:
Long-Tailed Question Answering in an Open World. ACL (1) 2023: 6362-6382
[c113]
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  - conf/acl/He0H023
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Ru He, Wei Wang, Songfang Huang, Fei Huang:
PEER: Pre-training ELECTRA Extended by Ranking. ACL (Findings) 2023: 6475-6491
[c112]
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  - conf/acl/YuGLYWMWHL23
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Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li:
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. ACL (1) 2023: 7900-7913
[c111]
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Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu:
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks. ACL (Findings) 2023: 9072-9087
[c110]
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  - conf/acl/ZhangZJLLHZ23
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Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang, Min Zhang:
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts. ACL (Findings) 2023: 9935-9951
[c109]
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  - conf/acl/YangPWXYLHHLZ23
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Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang:
Transforming Visual Scene Graphs to Image Captions. ACL (1) 2023: 12427-12440
[c108]
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Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang:
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering. ACL (Findings) 2023: 13207-13224
[c107]
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Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li:
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. ACL (1) 2023: 13402-13416
[c106]
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Chaoya Jiang, Wei Ye, Haiyang Xu, Songfang Huang, Fei Huang, Shikun Zhang:
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. ACL (1) 2023: 14660-14679
[c105]
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  - conf/emnlp/LiCYSXWZZCCSZHZ23
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Chenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou:
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. EMNLP (Demos) 2023: 566-578
[c104]
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Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. EMNLP (Findings) 2023: 800-814
[c103]
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  - conf/emnlp/GouX0Y0LN23
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Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. EMNLP 2023: 1677-1690
[c102]
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Jiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan, Guohai Xu, Chenliang Li, Junfeng Tian, Qi Qian, Ji Zhang, Qin Jin, Liang He, Xin Lin, Fei Huang:
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model. EMNLP (Findings) 2023: 2841-2858
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Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li:
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. EMNLP 2023: 3102-3116
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Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Rumination for Pre-trained Language Models. EMNLP 2023: 3387-3404
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Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li:
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. EMNLP (Findings) 2023: 5292-5305
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Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang:
Causal Document-Grounded Dialogue Pre-training. EMNLP 2023: 7160-7174
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Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang:
Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. EMNLP (Findings) 2023: 7393-7405
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Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang:
Learning Trajectory-Word Alignments for Video-Language Tasks. ICCV 2023: 2504-2514
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Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang:
BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. ICCV 2023: 2888-2898
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Qinghao Ye, Guohai Xu, Ming Yan, Haiyang Xu, Qi Qian, Ji Zhang, Fei Huang:
HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training. ICCV 2023: 15359-15370
[c93]
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Zhibo Yang, Xiaoge Song, Sibo Song, Tong Lu, Xiang Bai, Cheng-Lin Liu, Fei Huang, Cong Yao:
ICDAR 2023 Competition on Born Digital Video Text Question Answering. ICDAR (2) 2023: 508-521
[c92]
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Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou:
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. ICML 2023: 38728-38748
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Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen:
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. IJCAI 2023: 5030-5038
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Zheng Yuan, Qiao Jin, Chuanqi Tan, Zhengyun Zhao, Hongyi Yuan, Fei Huang, Songfang Huang:
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training. ACM Multimedia 2023: 547-556
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Yaya Shi, Haowei Liu, Haiyang Xu, Zongyang Ma, Qinghao Ye, Anwen Hu, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu, Zheng-Jun Zha:
Learning Semantics-Grounded Vocabulary Representation for Video-Text Retrieval. ACM Multimedia 2023: 4460-4470
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Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Ji Zhang:
COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text Alignment. ACM Multimedia 2023: 4480-4491
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Qinghao Ye, Haiyang Xu, Ming Yan, Chenlin Zhao, Junyang Wang, Xiaoshan Yang, Ji Zhang, Fei Huang, Jitao Sang, Changsheng Xu:
mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM. ACM Multimedia 2023: 9365-9367
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Ping Guo, Xiangpeng Wei, Yue Hu, Baosong Yang, Dayiheng Liu, Fei Huang, Jun Xie:
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning. NeurIPS 2023
[c85]
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Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS 2023
[c84]
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Shuzheng Si, Wentao Ma, Haoyu Gao, Yuchuan Wu, Ting-En Lin, Yinpei Dai, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li:
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents. NeurIPS 2023
[c83]
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Haobo Wang, Yiwen Dong, Ruixuan Xiao, Fei Huang, Gang Chen, Junbo Zhao:
Debiased and Denoised Entity Recognition from Distant Supervision. NeurIPS 2023
[c82]
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Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao:
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation. NeurIPS 2023
[c81]
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Cunxiang Wang, Fuli Luo, Yanyang Li, Runxin Xu, Fei Huang, Yue Zhang:
Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base. NLPCC (2) 2023: 444-456
[c80]
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  - conf/semeval/TanHJCL0ZTXH23
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Zeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang:
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. SemEval@ACL 2023: 2014-2028
[c79]
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  - conf/sigir/YeHYLHL23
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Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. SIGIR 2023: 174-184
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Ruixue Ding, Boli Chen, Pengjun Xie, Fei Huang, Xin Li, Qiang Zhang, Yao Xu:
MGeo: Multi-Modal Geographic Language Model Pre-Training. SIGIR 2023: 185-194
[c77]
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Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Unsupervised Dialogue Topic Segmentation with Topic-aware Contrastive Learning. SIGIR 2023: 2481-2485
[i145]
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  - journals/corr/abs-2301-01953
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Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang:
Learning Trajectory-Word Alignments for Video-Language Tasks. CoRR abs/2301.01953 (2023)
[i144]
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  - journals/corr/abs-2301-01955
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Zihua Wang, Xu Yang, Haiyang Xu, Hanwang Zhang, Chenliang Li, Songfang Huang, Fei Huang, Yu Zhang:
Adaptively Clustering Neighbor Elements for Image Captioning. CoRR abs/2301.01955 (2023)
[i143]
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  - journals/corr/abs-2301-04283
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Ruixue Ding, Boli Chen, Pengjun Xie, Fei Huang, Xin Li, Qiang Zhang, Yao Xu:
A Multi-Modal Geographic Pre-Training Method. CoRR abs/2301.04283 (2023)
[i142]
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  - journals/corr/abs-2301-07507
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Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. CoRR abs/2301.07507 (2023)
[i141]
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  - journals/corr/abs-2301-10410
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Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen:
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. CoRR abs/2301.10410 (2023)
[i140]
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  - journals/corr/abs-2301-13808
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Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning. CoRR abs/2301.13808 (2023)
[i139]
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  - journals/corr/abs-2302-00402
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Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou:
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. CoRR abs/2302.00402 (2023)
[i138]
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  - journals/corr/abs-2302-00855
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Zheng Yuan, Yaoyun Zhang, Chuanqi Tan, Wei Wang, Fei Huang, Songfang Huang:
Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling. CoRR abs/2302.00855 (2023)
[i137]
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  - journals/corr/abs-2303-00534
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Zheng Yuan, Qiao Jin, Chuanqi Tan, Zhengyun Zhao, Hongyi Yuan, Fei Huang, Songfang Huang:
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training. CoRR abs/2303.00534 (2023)
[i136]
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  - journals/corr/abs-2303-10328
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Hongyi Yuan, Yaoyun Zhang, Fei Huang, Songfang Huang:
Revisiting Automatic Question Summarization Evaluation in the Biomedical Domain. CoRR abs/2303.10328 (2023)
[i135]
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  - journals/corr/abs-2304-05302
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Zheng Yuan, Hongyi Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, Fei Huang:
RRHF: Rank Responses to Align Language Models with Human Feedback without tears. CoRR abs/2304.05302 (2023)
[i134]
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  - journals/corr/abs-2304-07849
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Junfeng Tian, Hehong Chen, Guohai Xu, Ming Yan, Xing Gao, Jianhai Zhang, Chenliang Li, Jiayi Liu, Wenshen Xu, Haiyang Xu, Qi Qian, Wei Wang, Qinghao Ye, Jiejing Zhang, Ji Zhang, Fei Huang, Jingren Zhou:
ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human. CoRR abs/2304.07849 (2023)
[i133]
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  - journals/corr/abs-2304-08205
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Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang:
VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning. CoRR abs/2304.08205 (2023)
[i132]
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  - journals/corr/abs-2304-08244
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Minghao Li, Feifan Song, Bowen Yu, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li:
API-Bank: A Benchmark for Tool-Augmented LLMs. CoRR abs/2304.08244 (2023)
[i131]
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  - journals/corr/abs-2304-14178
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Qinghao Ye, Haiyang Xu, Guohai Xu, Jiabo Ye, Ming Yan, Yiyang Zhou, Junyang Wang, Anwen Hu, Pengcheng Shi, Yaya Shi, Chenliang Li, Yuanhong Xu, Hehong Chen, Junfeng Tian, Qian Qi, Ji Zhang, Fei Huang:
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. CoRR abs/2304.14178 (2023)
[i130]
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  - journals/corr/abs-2305-02177
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Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Ming Yan, Fei Huang, Zhangzikang Li, Yu Zhang:
Transforming Visual Scene Graphs to Image Captions. CoRR abs/2305.02177 (2023)
[i129]
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  - journals/corr/abs-2305-02747
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Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation. CoRR abs/2305.02747 (2023)
[i128]
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  - journals/corr/abs-2305-03111
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Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. CoRR abs/2305.03111 (2023)
[i127]
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  - journals/corr/abs-2305-03236
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Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li:
A Survey on Out-of-Distribution Detection in NLP. CoRR abs/2305.03236 (2023)
[i126]
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  - journals/corr/abs-2305-03237
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Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li:
Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts. CoRR abs/2305.03237 (2023)
[i125]
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Zeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang, Yong Jiang:
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. CoRR abs/2305.03688 (2023)
[i124]
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Chaoya Jiang, Wei Ye, Haiyang Xu, Ming Yan, Shikun Zhang, Jie Zhang, Fei Huang:
Vision Langauge Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. CoRR abs/2305.04474 (2023)
[i123]
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Dongyang Li, Ruixue Ding, Qiang Zhang, Zheng Li, Boli Chen, Pengjun Xie, Yao Xu, Xin Li, Ning Guo, Fei Huang, Xiaofeng He:
GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark. CoRR abs/2305.06545 (2023)
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Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li:
Domain Incremental Lifelong Learning in an Open World. CoRR abs/2305.06555 (2023)
[i121]
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Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li:
Long-Tailed Question Answering in an Open World. CoRR abs/2305.06557 (2023)
[i120]
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Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang:
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering. CoRR abs/2305.08135 (2023)
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Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Rumination for Pre-trained Language Models. CoRR abs/2305.08732 (2023)
[i118]
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Yingxiu Zhao, Bowen Yu, Haiyang Yu, Bowen Li, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang:
Causal Document-Grounded Dialogue Pre-training. CoRR abs/2305.10927 (2023)
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Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li:
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. CoRR abs/2305.11579 (2023)
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Jiaxi Yang, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Iterative Forward Tuning Boosts In-context Learning in Language Models. CoRR abs/2305.13016 (2023)
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Shuzheng Si, Wentao Ma, Yuchuan Wu, Yinpei Dai, Haoyu Gao, Ting-En Lin, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li:
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue in Multiple Domains. CoRR abs/2305.13040 (2023)
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Chenxin An, Jiangtao Feng, Fei Huang, Xipeng Qiu, Lingpeng Kong:
Optimizing Non-Autoregressive Transformers with Contrastive Learning. CoRR abs/2305.13667 (2023)
[i113]
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Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li:
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. CoRR abs/2305.14839 (2023)
[i112]
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Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang, Min Zhang:
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts. CoRR abs/2305.16023 (2023)
[i111]
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Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang:
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. CoRR abs/2305.18212 (2023)
[i110]
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Haiyang Xu, Qinghao Ye, Xuan Wu, Ming Yan, Yuan Miao, Jiabo Ye, Guohai Xu, Anwen Hu, Yaya Shi, Guangwei Xu, Chenliang Li, Qi Qian, Maofei Que, Ji Zhang, Xiao Zeng, Fei Huang:
Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks. CoRR abs/2306.04362 (2023)
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Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang:
Universal Information Extraction with Meta-Pretrained Self-Retrieval. CoRR abs/2306.10444 (2023)
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Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. CoRR abs/2306.11477 (2023)
[i107]
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Yinghui Li, Yong Jiang, Shen Huang, Xingyu Lu, Yangning Li, Pengjun Xie, Fei Huang, Hai-Tao Zheng:
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking. CoRR abs/2306.12245 (2023)
[i106]
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Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang:
DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins. CoRR abs/2306.13957 (2023)
[i105]
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Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li:
Unified Language Representation for Question Answering over Text, Tables, and Images. CoRR abs/2306.16762 (2023)
[i104]
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Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang:
Preference Ranking Optimization for Human Alignment. CoRR abs/2306.17492 (2023)
[i103]
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Jiong Cai, Yong Jiang, Yue Zhang, Chengyue Jiang, Ke Yu, Jianhui Ji, Rong Xiao, Haihong Tang, Tao Wang, Zhongqiang Huang, Pengjun Xie, Fei Huang, Kewei Tu:
Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model. CoRR abs/2307.00370 (2023)
[i102]
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Jiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan, Yuhao Dan, Chenlin Zhao, Guohai Xu, Chenliang Li, Junfeng Tian, Qian Qi, Ji Zhang, Fei Huang:
mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding. CoRR abs/2307.02499 (2023)
[i101]
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Xiangpeng Wei, Haoran Wei, Huan Lin, Tianhao Li, Pei Zhang, Xingzhang Ren, Mei Li, Yu Wan, Zhiwei Cao, Binbin Xie, Tianxiang Hu, Shangjie Li, Binyuan Hui, Bowen Yu, Dayiheng Liu, Baosong Yang, Fei Huang, Jun Xie:
PolyLM: An Open Source Polyglot Large Language Model. CoRR abs/2307.06018 (2023)
[i100]
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Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang:
BUS: Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. CoRR abs/2307.08504 (2023)
[i99]
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Guohai Xu, Jiayi Liu, Ming Yan, Haotian Xu, Jinghui Si, Zhuoran Zhou, Peng Yi, Xing Gao, Jitao Sang, Rong Zhang, Ji Zhang, Chao Peng, Fei Huang, Jingren Zhou:
CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility. CoRR abs/2307.09705 (2023)
[i98]
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  - journals/corr/abs-2308-01862
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Xinghua Zhang, Bowen Yu, Haiyang Yu, Yangyu Lv, Tingwen Liu, Fei Huang, Hongbo Xu, Yongbin Li:
Wider and Deeper LLM Networks are Fairer LLM Evaluators. CoRR abs/2308.01862 (2023)
[i97]
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  - journals/corr/abs-2308-03475
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Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Ji Zhang, Fei Huang:
COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text Alignment. CoRR abs/2308.03475 (2023)
[i96]
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  - journals/corr/abs-2308-05696
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Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Fei Huang, Yongbin Li, Nevin L. Zhang:
A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. CoRR abs/2308.05696 (2023)
[i95]
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Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang:
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce. CoRR abs/2308.06966 (2023)
[i94]
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  - journals/corr/abs-2308-10529
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Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang:
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding. CoRR abs/2308.10529 (2023)
[i93]
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  - journals/corr/abs-2309-00986
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Chenliang Li, Hehong Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou:
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. CoRR abs/2309.00986 (2023)
[i92]
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Yong Cao, Ruixue Ding, Boli Chen, Xianzhi Li, Min Chen, Daniel Hershcovich, Pengjun Xie, Fei Huang:
Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking. CoRR abs/2309.01606 (2023)
[i91]
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Yunshui Li, Binyuan Hui, Zhaochao Yin, Wanwei He, Run Luo, Yuxing Long, Min Yang, Fei Huang, Yongbin Li:
VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue. CoRR abs/2309.07387 (2023)
[i90]
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  - journals/corr/abs-2309-16609
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Jinze Bai, Shuai Bai, Yunfei Chu, Zeyu Cui, Kai Dang, Xiaodong Deng, Yang Fan, Wenbin Ge, Yu Han, Fei Huang, Binyuan Hui, Luo Ji, Mei Li, Junyang Lin, Runji Lin, Dayiheng Liu, Gao Liu, Chengqiang Lu, Keming Lu, Jianxin Ma, Rui Men, Xingzhang Ren, Xuancheng Ren, Chuanqi Tan, Sinan Tan, Jianhong Tu, Peng Wang, Shijie Wang, Wei Wang, Shengguang Wu, Benfeng Xu, Jin Xu, An Yang, Hao Yang, Jian Yang, Shusheng Yang, Yang Yao, Bowen Yu, Hongyi Yuan, Zheng Yuan, Jianwei Zhang, Xingxuan Zhang, Yichang Zhang, Zhenru Zhang, Chang Zhou, Jingren Zhou, Xiaohuan Zhou, Tianhang Zhu:
Qwen Technical Report. CoRR abs/2309.16609 (2023)
[i89]
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  - journals/corr/abs-2310-02168
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Shengyu Mao, Ningyu Zhang, Xiaohan Wang, Mengru Wang, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Editing Personality for LLMs. CoRR abs/2310.02168 (2023)
[i88]
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  - journals/corr/abs-2310-05126
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Jiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan, Guohai Xu, Chenliang Li, Junfeng Tian, Qi Qian, Ji Zhang, Qin Jin, Liang He, Xin Alex Lin, Fei Huang:
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model. CoRR abs/2310.05126 (2023)
[i87]
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Tianshu Yu, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Constructive Large Language Models Alignment with Diverse Feedback. CoRR abs/2310.06450 (2023)
[i86]
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Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li:
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. CoRR abs/2310.08027 (2023)
[i85]
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Xiang Chen, Duanzheng Song, Honghao Gui, Chengxi Wang, Ningyu Zhang, Jiang Yong, Fei Huang, Chengfei Lv, Dan Zhang, Huajun Chen:
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. CoRR abs/2310.12086 (2023)
[i84]
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Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. CoRR abs/2310.13512 (2023)
[i83]
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Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. CoRR abs/2310.14503 (2023)
[i82]
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Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang:
Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. CoRR abs/2310.14534 (2023)
[i81]
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  - journals/corr/abs-2310-17233
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Ping Guo, Xiangpeng Wei, Yue Hu, Baosong Yang, Dayiheng Liu, Fei Huang, Jun Xie:
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning. CoRR abs/2310.17233 (2023)
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Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao:
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation. CoRR abs/2310.17594 (2023)
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  - journals/corr/abs-2310-19347
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Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma:
Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs. CoRR abs/2310.19347 (2023)
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  - journals/corr/abs-2311-03099
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Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. CoRR abs/2311.03099 (2023)
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  - journals/corr/abs-2311-04257
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Qinghao Ye, Haiyang Xu, Jiabo Ye, Ming Yan, Anwen Hu, Haowei Liu, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou:
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. CoRR abs/2311.04257 (2023)
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  - journals/corr/abs-2311-08981
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Hongyi Yuan, Keming Lu, Fei Huang, Zheng Yuan, Chang Zhou:
Speculative Contrastive Decoding. CoRR abs/2311.08981 (2023)
[i75]
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  - journals/corr/abs-2311-18248
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Anwen Hu, Yaya Shi, Haiyang Xu, Jiabo Ye, Qinghao Ye, Ming Yan, Chenliang Li, Qi Qian, Ji Zhang, Fei Huang:
mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model. CoRR abs/2311.18248 (2023)
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  - journals/corr/abs-2312-04455
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Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan:
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. CoRR abs/2312.04455 (2023)
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  - journals/corr/abs-2312-06968
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Chaoya Jiang, Haiyang Xu, Mengfan Dong, Jiaxing Chen, Wei Ye, Ming Yan, Qinghao Ye, Ji Zhang, Fei Huang, Shikun Zhang:
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model. CoRR abs/2312.06968 (2023)
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  - journals/corr/abs-2312-10302
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Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li:
One Shot Learning as Instruction Data Prospector for Large Language Models. CoRR abs/2312.10302 (2023)
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  - journals/corr/abs-2312-15696
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Shirong Ma, Shen Huang, Shulin Huang, Xiaobin Wang, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang:
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data. CoRR abs/2312.15696 (2023)
2022
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Jiebin Chu, Yaoyun Zhang, Fei Huang, Luo Si, Songfang Huang, Zhengxing Huang:
Disentangled representation for sequential treatment effect estimation. Comput. Methods Programs Biomed. 226: 107175 (2022)
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Shumin Deng, Ningyu Zhang, Hui Chen, Chuanqi Tan, Fei Huang, Changliang Xu, Huajun Chen:
Low-resource extraction with knowledge-aware pairwise prototype learning. Knowl. Based Syst. 235: 107584 (2022)
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Yuqing Song, Shizhe Chen, Qin Jin, Wei Luo, Jun Xie, Fei Huang:
Enhancing Neural Machine Translation With Dual-Side Multimodal Awareness. IEEE Trans. Multim. 24: 3013-3024 (2022)
[c76]
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Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. AAAI 2022: 10749-10757
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Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang:
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. AAAI 2022: 11547-11555
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Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen:
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). AAAI 2022: 13099-13100
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Runxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang:
S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method. ACL (2) 2022: 530-537
[c72]
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  - conf/acl/0001WTXXH0Z22
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Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang:
Parallel Instance Query Network for Named Entity Recognition. ACL (1) 2022: 947-961
[c71]
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Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang:
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. ACL (1) 2022: 1852-1865
[c70]
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Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang:
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. ACL (Findings) 2022: 3174-3186
[c69]
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Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. ACL (1) 2022: 7888-7915
[c68]
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Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. COLING 2022: 553-569
[c67]
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Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang:
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. COLING 2022: 2374-2387
[c66]
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Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li:
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. COLING 2022: 5298-5308
[c65]
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  - conf/emnlp/LangZSHSL22
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Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. EMNLP 2022: 261-276
[c64]
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Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. EMNLP (Findings) 2022: 1235-1247
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Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. EMNLP (Findings) 2022: 1820-1836
[c62]
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Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. EMNLP (Findings) 2022: 2113-2125
[c61]
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  - conf/emnlp/WuDZCXHZ22
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Hongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang:
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning. EMNLP (Findings) 2022: 6454-6466
[c60]
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Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si:
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. EMNLP 2022: 7241-7259
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Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang:
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. EMNLP 2022: 7272-7282
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Boli Chen, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Meishan Zhang, Fei Huang:
AISHELL-NER: Named Entity Recognition from Chinese Speech. ICASSP 2022: 8352-8356
[c57]
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Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen:
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. ICLR 2022
[c56]
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Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen:
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting. IJCAI 2022: 1966-1972
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Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. KDD 2022: 1889-1898
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Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems. KDD 2022: 3299-3308
[c53]
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  - conf/naacl/ChenZLYDTHSC22
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Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. NAACL-HLT (Findings) 2022: 1607-1618
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Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang:
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. NAACL-HLT 2022: 3118-3130
[c51]
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Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. NeurIPS 2022
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  - conf/semeval/00130CWWX00ZT0J22
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Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang:
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. SemEval@NAACL 2022: 1457-1468
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  - conf/sigir/HeDYSHSL22
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Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. SIGIR 2022: 187-200
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Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen:
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. SIGIR 2022: 904-915
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Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. SIGIR 2022: 2443-2448
[c46]
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  - conf/www/ChenZXDYTHSC22
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Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. WWW 2022: 2778-2788
[i70]
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  - journals/corr/abs-2201-03335
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Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen:
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. CoRR abs/2201.03335 (2022)
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  - journals/corr/abs-2202-08533
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Boli Chen, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Meishan Zhang, Fei Huang:
AISHELL-NER: Named Entity Recognition from Chinese Speech. CoRR abs/2202.08533 (2022)
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Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang:
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. CoRR abs/2203.00545 (2022)
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Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang:
Parallel Instance Query Network for Named Entity Recognition. CoRR abs/2203.10545 (2022)
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  - journals/corr/abs-2204-02601
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Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang:
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. CoRR abs/2204.02601 (2022)
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  - journals/corr/abs-2204-04392
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Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen:
Contrastive Demonstration Tuning for Pre-trained Language Models. CoRR abs/2204.04392 (2022)
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  - journals/corr/abs-2204-07374
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Yang Xu, Li Li, Haiyang Xu, Songfang Huang, Fei Huang, Jianfei Cai:
Image Captioning In the Transformer Age. CoRR abs/2204.07374 (2022)
[i63]
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  - journals/corr/abs-2204-07994
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Cunxiang Wang, Fuli Luo, Yanyang Li, Runxin Xu, Fei Huang, Yue Zhang:
On Effectively Learning of Knowledge in Continual Pre-training. CoRR abs/2204.07994 (2022)
[i62]
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Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang:
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. CoRR abs/2204.10994 (2022)
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Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. CoRR abs/2205.02355 (2022)
[i60]
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Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen:
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. CoRR abs/2205.02357 (2022)
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  - journals/corr/abs-2205-03521
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Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. CoRR abs/2205.03521 (2022)
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  - journals/corr/abs-2205-04692
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Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen:
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting. CoRR abs/2205.04692 (2022)
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Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si:
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. CoRR abs/2205.12005 (2022)
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  - journals/corr/abs-2205-14704
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Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. CoRR abs/2205.14704 (2022)
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  - journals/corr/abs-2205-15060
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Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System. CoRR abs/2205.15060 (2022)
[i54]
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  - journals/corr/abs-2206-14017
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Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. CoRR abs/2206.14017 (2022)
[i53]
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  - journals/corr/abs-2208-13629
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Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li:
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions. CoRR abs/2208.13629 (2022)
[i52]
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  - journals/corr/abs-2209-06442
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Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li:
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. CoRR abs/2209.06442 (2022)
[i51]
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Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. CoRR abs/2209.06638 (2022)
[i50]
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  - journals/corr/abs-2209-06664
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Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. CoRR abs/2209.06664 (2022)
[i49]
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  - journals/corr/abs-2210-10293
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Hongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang:
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning. CoRR abs/2210.10293 (2022)
[i48]
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  - journals/corr/abs-2210-10343
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Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu:
EnTDA: Entity-to-Text based Data Augmentation Approach for Named Entity Recognition Tasks. CoRR abs/2210.10343 (2022)
[i47]
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Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. CoRR abs/2210.11060 (2022)
[i46]
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  - journals/corr/abs-2210-11888
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Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. CoRR abs/2210.11888 (2022)
[i45]
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  - journals/corr/abs-2210-12674
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Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. CoRR abs/2210.12674 (2022)
[i44]
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  - journals/corr/abs-2210-15332
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Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang:
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. CoRR abs/2210.15332 (2022)
[i43]
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  - journals/corr/abs-2211-05561
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Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. CoRR abs/2211.05561 (2022)
[i42]
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  - journals/corr/abs-2212-08853
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Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang:
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation. CoRR abs/2212.08853 (2022)
[i41]
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  - journals/corr/abs-2212-09597
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Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen:
Reasoning with Language Model Prompting: A Survey. CoRR abs/2212.09597 (2022)
[i40]
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  - journals/corr/abs-2212-10325
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Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang:
SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers. CoRR abs/2212.10325 (2022)
[i39]
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Qinghao Ye, Guohai Xu, Ming Yan, Haiyang Xu, Qi Qian, Ji Zhang, Fei Huang:
HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training. CoRR abs/2212.14546 (2022)
2021
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Ningyu Zhang, Hongbin Ye, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen:
Contrastive Information Extraction With Generative Transformer. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3077-3088 (2021)
[c45]
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Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang:
Nested Named Entity Recognition with Partially-Observed TreeCRFs. AAAI 2021: 12839-12847
[c44]
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  - conf/aaai/HuiGRLLSHSZZ21
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Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu:
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. AAAI 2021: 13116-13124
[c43]
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  - conf/aaai/NieDXH0S21
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Binling Nie, Ruixue Ding, Pengjun Xie, Fei Huang, Chen Qian, Luo Si:
Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity. AAAI 2021: 13595-13603
[c42]
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  - conf/aaai/SunST0DYSHS21
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Yajing Sun, Yong Shan, Chengguang Tang, Yue Hu, Yinpei Dai, Jing Yu, Jian Sun, Fei Huang, Luo Si:
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder. AAAI 2021: 13869-13877
[c41]
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  - conf/aaai/WangCH0H21
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Ke Wang, Guandan Chen, Zhongqiang Huang, Xiaojun Wan, Fei Huang:
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation. AAAI 2021: 13970-13978
[c40]
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  - conf/aaai/YeZDCTHC21
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Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen:
Contrastive Triple Extraction with Generative Transformer. AAAI 2021: 14257-14265
[c39]
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  - conf/acl/XuYLBHXH20
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Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang:
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. ACL/IJCNLP (1) 2021: 503-513
[c38]
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Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. ACL/IJCNLP (1) 2021: 550-564
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  - conf/acl/DaiLLSHSZ20
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Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. ACL/IJCNLP (2) 2021: 879-885
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning. ACL/IJCNLP (1) 2021: 1800-1812
[c35]
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  - conf/acl/WangJBWHHT20a
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Automated Concatenation of Embeddings for Structured Prediction. ACL/IJCNLP (1) 2021: 2643-2660
[c34]
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  - conf/acl/HuJBWHHT20
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Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision. ACL/IJCNLP (1) 2021: 2661-2674
[c33]
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  - conf/acl/DengZLHTCHC20
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Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen:
OntoED: Low-resource Event Detection with Ontology Embedding. ACL/IJCNLP (1) 2021: 2828-2839
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  - conf/acl/Luo0LLBHHS20
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Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si:
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. ACL/IJCNLP (1) 2021: 3980-3994
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Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Risk Minimization for Zero-shot Sequence Labeling. ACL/IJCNLP (1) 2021: 4909-4920
[c30]
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  - conf/acl/LiBY0HHS20
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Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
StructuralLM: Structural Pre-training for Form Understanding. ACL/IJCNLP (1) 2021: 6309-6318
[c29]
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  - conf/bionlp/YuanLTHH21
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  - https://dblp.org/rec/conf/bionlp/YuanLTHH21
Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang:
Improving Biomedical Pretrained Language Models with Knowledge. BioNLP@NAACL-HLT 2021: 180-190
[c28]
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  - conf/emnlp/LiuWLSHS21
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Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si:
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings. EMNLP (1) 2021: 2396-2406
[c27]
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  - conf/emnlp/MaJBWHH021
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Xinyin Ma, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Weiming Lu:
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations. EMNLP (1) 2021: 2617-2624
[c26]
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Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang:
Rethinking Denoised Auto-Encoding in Language Pre-Training. EMNLP (1) 2021: 2922-2932
[c25]
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Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang:
Word Reordering for Zero-shot Cross-lingual Structured Prediction. EMNLP (1) 2021: 4109-4120
[c24]
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Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang:
A Unified Encoding of Structures in Transition Systems. EMNLP (1) 2021: 4121-4133
[c23]
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Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang:
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. EMNLP (1) 2021: 9514-9528
[c22]
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Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Haitao Zheng, Rui Zhang:
Prototypical Representation Learning for Relation Extraction. ICLR 2021
[c21]
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Zilu Guo, Zhongqiang Huang, Kenny Q. Zhu, Guandan Chen, Kaibo Zhang, Boxing Chen, Fei Huang:
Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation. IJCAI 2021: 3815-3821
[c20]
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Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen:
Document-level Relation Extraction as Semantic Segmentation. IJCAI 2021: 3999-4006
[c19]
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  - conf/mm/0003CJLXH21
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Yuqing Song, Shizhe Chen, Qin Jin, Wei Luo, Jun Xie, Fei Huang:
Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training. ACM Multimedia 2021: 2843-2852
[c18]
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  - conf/naacl/XiaZWLZHSZ21
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Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si, Min Zhang:
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. NAACL-HLT 2021: 1795-1804
[c17]
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  - conf/sigir/NiuLTGDLWSHS21
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Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si:
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion. SIGIR 2021: 213-222
[i38]
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  - journals/corr/abs-2101-01686
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Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu:
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. CoRR abs/2101.01686 (2021)
[i37]
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  - journals/corr/abs-2103-11647
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Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang:
Prototypical Representation Learning for Relation Extraction. CoRR abs/2103.11647 (2021)
[i36]
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Luoqiu Li, Xiang Chen, Ningyu Zhang, Shumin Deng, Xin Xie, Chuanqi Tan, Mosha Chen, Fei Huang, Huajun Chen:
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. CoRR abs/2104.00312 (2021)
[i35]
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Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. CoRR abs/2104.07650 (2021)
[i34]
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  - journals/corr/abs-2104-10344
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Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang:
Improving Biomedical Pretrained Language Models with Knowledge. CoRR abs/2104.10344 (2021)
[i33]
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  - journals/corr/abs-2104-13095
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Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si:
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion. CoRR abs/2104.13095 (2021)
[i32]
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  - journals/corr/abs-2105-03654
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning. CoRR abs/2105.03654 (2021)
[i31]
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  - journals/corr/abs-2105-10922
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Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen:
OntoED: Low-resource Event Detection with Ontology Embedding. CoRR abs/2105.10922 (2021)
[i30]
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  - journals/corr/abs-2105-11210
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Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
StructuralLM: Structural Pre-training for Form Understanding. CoRR abs/2105.11210 (2021)
[i29]
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  - journals/corr/abs-2106-00291
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Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. CoRR abs/2106.00291 (2021)
[i28]
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  - journals/corr/abs-2106-01804
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Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang:
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. CoRR abs/2106.01804 (2021)
[i27]
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  - journals/corr/abs-2106-03618
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Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen:
Document-level Relation Extraction as Semantic Segmentation. CoRR abs/2106.03618 (2021)
[i26]
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  - journals/corr/abs-2106-08087
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Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. CoRR abs/2106.08087 (2021)
[i25]
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  - journals/corr/abs-2108-11119
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Yuqing Song, Shizhe Chen, Qin Jin, Wei Luo, Jun Xie, Fei Huang:
Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training. CoRR abs/2108.11119 (2021)
[i24]
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  - journals/corr/abs-2108-13161
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Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen:
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. CoRR abs/2108.13161 (2021)
[i23]
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  - journals/corr/abs-2109-00720
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Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang:
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. CoRR abs/2109.00720 (2021)
[i22]
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  - journals/corr/abs-2109-05687
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Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang:
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. CoRR abs/2109.05687 (2021)
[i21]
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  - journals/corr/abs-2109-05716
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Xinyin Ma, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Weiming Lu:
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations. CoRR abs/2109.05716 (2021)
[i20]
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  - journals/corr/abs-2109-12599
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Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si:
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings. CoRR abs/2109.12599 (2021)
[i19]
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  - journals/corr/abs-2110-00479
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Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen:
Learning to Ask for Data-Efficient Event Argument Extraction. CoRR abs/2110.00479 (2021)
[i18]
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  - journals/corr/abs-2110-07480
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Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang:
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. CoRR abs/2110.07480 (2021)
[i17]
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  - journals/corr/abs-2111-08896
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Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin:
Achieving Human Parity on Visual Question Answering. CoRR abs/2111.08896 (2021)
[i16]
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  - journals/corr/abs-2111-14592
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Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection. CoRR abs/2111.14592 (2021)
[i15]
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  - journals/corr/abs-2112-01404
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Ningyu Zhang, Hongbin Ye, Jiacheng Yang, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen:
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training. CoRR abs/2112.01404 (2021)
[i14]
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  - journals/corr/abs-2112-06482
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Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. CoRR abs/2112.06482 (2021)
[i13]
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  - journals/corr/abs-2112-07198
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Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang:
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. CoRR abs/2112.07198 (2021)
2020
[c16]
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  - conf/aaai/PengXBHLS20
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Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si:
Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis. AAAI 2020: 8600-8607
[c15]
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  - conf/aaai/TanQCWH20
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Chuanqi Tan, Wei Qiu, Mosha Chen, Rui Wang, Fei Huang:
Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition. AAAI 2020: 9016-9023
[c14]
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  - conf/acl/WangJBWHT20
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu:
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling. ACL 2020: 3317-3330
[c13]
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  - conf/emnlp/ZhangDBYYCHZC20
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Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang, Mosha Chen, Fei Huang, Wei Zhang, Huajun Chen:
OpenUE: An Open Toolkit of Universal Extraction from Text. EMNLP (Demos) 2020: 1-8
[c12]
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  - conf/emnlp/HuJBWHHT20
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Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
An Investigation of Potential Function Designs for Neural CRF. EMNLP (Findings) 2020: 2600-2609
[c11]
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  - conf/emnlp/XuBLH20
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Lu Xu, Lidong Bing, Wei Lu, Fei Huang:
Aspect Sentiment Classification with Aspect-Specific Opinion Spans. EMNLP (1) 2020: 3561-3567
[c10]
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  - conf/emnlp/0013JBWHHT20
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
More Embeddings, Better Sequence Labelers? EMNLP (Findings) 2020: 3992-4006
[c9]
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  - conf/emnlp/WangJBWHHT20
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network. EMNLP (1) 2020: 6019-6026
[c8]
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  - conf/emnlp/BiLWYWHHS20
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Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. EMNLP (1) 2020: 8681-8691
[c7]
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  - conf/iwslt/AnsariABBCDDFFG20
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Ebrahim Ansari, Amittai Axelrod, Nguyen Bach, Ondrej Bojar, Roldano Cattoni, Fahim Dalvi, Nadir Durrani, Marcello Federico, Christian Federmann, Jiatao Gu, Fei Huang, Kevin Knight, Xutai Ma, Ajay Nagesh, Matteo Negri, Jan Niehues, Juan Miguel Pino, Elizabeth Salesky, Xing Shi, Sebastian Stüker, Marco Turchi, Alexander Waibel, Changhan Wang:
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. IWSLT 2020: 1-34
[i12]
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  - journals/corr/abs-2004-03846
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu:
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling. CoRR abs/2004.03846 (2020)
[i11]
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  - journals/corr/abs-2009-06207
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Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen:
Contrastive Triple Extraction with Generative Transformer. CoRR abs/2009.06207 (2020)
[i10]
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  - journals/corr/abs-2009-08229
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Fast and Accurate Sequence Labeling with Approximate Inference Network. CoRR abs/2009.08229 (2020)
[i9]
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  - journals/corr/abs-2009-08330
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
More Embeddings, Better Sequence Labelers? CoRR abs/2009.08330 (2020)
[i8]
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  - journals/corr/abs-2010-02696
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Lu Xu, Lidong Bing, Wei Lu, Fei Huang:
Aspect Sentiment Classification with Aspect-Specific Opinion Spans. CoRR abs/2010.02696 (2020)
[i7]
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  - journals/corr/abs-2010-05006
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Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Automated Concatenation of Embeddings for Structured Prediction. CoRR abs/2010.05006 (2020)
[i6]
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  - journals/corr/abs-2010-05010
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Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
Structural Knowledge Distillation. CoRR abs/2010.05010 (2020)
[i5]
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  - journals/corr/abs-2010-16046
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Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si:
VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation. CoRR abs/2010.16046 (2020)
[i4]
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  - journals/corr/abs-2011-05604
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Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
An Investigation of Potential Function Designs for Neural CRF. CoRR abs/2011.05604 (2020)
[i3]
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  - journals/corr/abs-2012-08478
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Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang:
Nested Named Entity Recognition with Partially-Observed TreeCRFs. CoRR abs/2012.08478 (2020)

2010 – 2019

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2019
[c6]
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  - conf/cvpr/SuFBKH19
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Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang:
Unsupervised Multi-Modal Neural Machine Translation. CVPR 2019: 10482-10491
[c5]
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  - conf/interspeech/BachH19
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Nguyen Bach, Fei Huang:
Noisy BiLSTM-Based Models for Disfluency Detection. INTERSPEECH 2019: 4230-4234
[i2]
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  - journals/corr/abs-1911-01616
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Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si:
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis. CoRR abs/1911.01616 (2019)
2018
[c4]
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  - conf/iwslt/BachCFLLNTZCMH18
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Nguyen Bach, Hongjie Chen, Kai Fan, Cheung-Chi Leung, Bo Li, Chongjia Ni, Rong Tong, Pei Zhang, Boxing Chen, Bin Ma, Fei Huang:
Alibaba Speech Translation Systems for IWSLT 2018. IWSLT 2018: 136-141
[i1]
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  - journals/corr/abs-1811-11365
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  - https://dblp.org/rec/journals/corr/abs-1811-11365
Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang:
Unsupervised Multi-modal Neural Machine Translation. CoRR abs/1811.11365 (2018)
2016
[c3]
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  - conf/amta/ChenKFCH16
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Boxing Chen, Roland Kuhn, George F. Foster, Colin Cherry, Fei Huang:
Bilingual Methods for Adaptive Training Data Selection for Machine Translation. AMTA (1) 2016: 93-106
[c2]
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  - conf/conll/ChenH16
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Boxing Chen, Fei Huang:
Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data. CoNLL 2016: 314-323
2011
[c1]
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  - conf/acl/BachHA11
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Nguyen Bach, Fei Huang, Yaser Al-Onaizan:
Goodness: A Method for Measuring Machine Translation Confidence. ACL 2011: 211-219

Coauthor Index

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