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ORCIDBenyou Wang
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- affiliation: Chinese University of Hong Kong-Shenzhen (CUHK-SZ), Shenzhen, China
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2020 – today
- 2024
[j17]Yaochen Liu
, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song:
A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. ACM Comput. Surv. 56(1): 15:1-15:37 (2024)- [j16]Benyou Wang, Qianqian Xie, Jiahuan Pei, Zhihong Chen, Prayag Tiwari, Zhao Li, Jie Fu:
Pre-trained Language Models in Biomedical Domain: A Systematic Survey. ACM Comput. Surv. 56(3): 55:1-55:52 (2024) - [j15]Fei Yu, Hongbo Zhang, Prayag Tiwari, Benyou Wang:
Natural Language Reasoning, A Survey. ACM Comput. Surv. 56(12): 304:1-304:39 (2024) - [j14]Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Prayag Tiwari, Xiang Wan:
Document-level Relation Extraction with Relation Correlations. Neural Networks 171: 14-24 (2024) - [j13]Le Sun, Mingyang Zhang, Benyou Wang, Prayag Tiwari:
Few-Shot Class-Incremental Learning for Medical Time Series Classification. IEEE J. Biomed. Health Informatics 28(4): 1872-1882 (2024) - [j12]Zhongwei Wan, Xin Liu, Benyou Wang, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang:
Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation. ACM Trans. Inf. Syst. 42(2): 58:1-58:26 (2024) - [c48]Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang:
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator. ACL (1) 2024: 7841-7863 - [c47]Zhiyuan Fan, Zhihong Chen, Benyou Wang:
Exploring the Potential of Dense Information in Multimodal Alignment. ACL (Findings) 2024: 13440-13451 - [c46]Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu:
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. EMNLP 2024: 6227-6246 - [c45]Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Chen, Xidong Wang, Zhenyang Cai, Ke Ji, Xiang Wan, Benyou Wang:
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. EMNLP 2024: 7346-7370 - [c44]Guiming Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang:
Humans or LLMs as the Judge? A Study on Judgement Bias. EMNLP 2024: 8301-8327 - [c43]Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang:
Rethinking the Uniformity Metric in Self-Supervised Learning. ICLR 2024 - [c42]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. ICML 2024 - [c41]Fei Yu, Anningzhe Gao, Benyou Wang:
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning. NAACL-HLT (Findings) 2024: 858-875 - [c40]Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li:
CMB: A Comprehensive Medical Benchmark in Chinese. NAACL-HLT 2024: 6184-6205 - [c39]Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu:
AceGPT, Localizing Large Language Models in Arabic. NAACL-HLT 2024: 8139-8163 - [c38]Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu:
Boosting Protein Language Models with Negative Sample Mining. ECML/PKDD (10) 2024: 199-214 - [i76]Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin:
Pushing The Limit of LLM Capacity for Text Classification. CoRR abs/2402.07470 (2024) - [i75]Guiming Hardy Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang:
Humans or LLMs as the Judge? A Study on Judgement Biases. CoRR abs/2402.10669 (2024) - [i74]Guiming Hardy Chen, Shunian Chen, Ruifei Zhang, Junying Chen, Xiangbo Wu, Zhiyi Zhang, Zhihong Chen, Jianquan Li, Xiang Wan, Benyou Wang:
ALLaVA: Harnessing GPT4V-synthesized Data for A Lite Vision-Language Model. CoRR abs/2402.11684 (2024) - [i73]Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang:
The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR abs/2402.12659 (2024) - [i72]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR abs/2402.13064 (2024) - [i71]Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang:
Rethinking The Uniformity Metric in Self-Supervised Learning. CoRR abs/2403.00642 (2024) - [i70]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR abs/2403.02884 (2024) - [i69]Xidong Wang, Nuo Chen, Junyin Chen, Yan Hu, Yidong Wang, Xiangbo Wu, Anningzhe Gao, Xiang Wan, Haizhou Li, Benyou Wang:
Apollo: An Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People. CoRR abs/2403.03640 (2024) - [i68]Juhao Liang, Ziwei Wang, Zhuoheng Ma, Jianquan Li, Zhiyi Zhang, Xiangbo Wu, Benyou Wang:
Online Training of Large Language Models: Learn while chatting. CoRR abs/2403.04790 (2024) - [i67]Gang Hu, Ke Qin, Chenhan Yuan, Min Peng, Alejandro Lopez-Lira, Benyou Wang, Sophia Ananiadou, Wanlong Yu, Jimin Huang, Qianqian Xie:
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks. CoRR abs/2403.06249 (2024) - [i66]Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang:
MileBench: Benchmarking MLLMs in Long Context. CoRR abs/2404.18532 (2024) - [i65]Junzhi Chen, Juhao Liang, Benyou Wang:
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning. CoRR abs/2405.05955 (2024) - [i64]Chenghao Zhu, Nuo Chen, Yufei Gao, Benyou Wang:
Evaluating LLMs at Evaluating Temporal Generalization. CoRR abs/2405.08460 (2024) - [i63]Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang:
Mamo: a Mathematical Modeling Benchmark with Solvers. CoRR abs/2405.13144 (2024) - [i62]Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Jian-Yun Nie, Jakob Grue Simonsen:
Mixture of Experts Using Tensor Products. CoRR abs/2405.16671 (2024) - [i61]Zhengyang Tang, Chenyu Huang, Xin Zheng, Shixi Hu, Zizhuo Wang, Dongdong Ge, Benyou Wang:
ORLM: Training Large Language Models for Optimization Modeling. CoRR abs/2405.17743 (2024) - [i60]Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu:
Boosting Protein Language Models with Negative Sample Mining. CoRR abs/2405.17902 (2024) - [i59]Ling-Hao Chen, Shunlin Lu, Ailing Zeng, Hao Zhang, Benyou Wang, Ruimao Zhang, Lei Zhang:
MotionLLM: Understanding Human Behaviors from Human Motions and Videos. CoRR abs/2405.20340 (2024) - [i58]Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang:
LLMs Could Autonomously Learn Without External Supervision. CoRR abs/2406.00606 (2024) - [i57]Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Xiang Wan, Feng Jiang, Benyou Wang:
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them. CoRR abs/2406.18034 (2024) - [i56]Junying Chen, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Hardy Chen, Xidong Wang, Ruifei Zhang, Zhenyang Cai, Ke Ji, Guangjun Yu, Xiang Wan, Benyou Wang:
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. CoRR abs/2406.19280 (2024) - [i55]Mianxin Liu, Jinru Ding, Jie Xu, Weiguo Hu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang:
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. CoRR abs/2407.10990 (2024) - [i54]Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang:
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis. CoRR abs/2407.13301 (2024) - [i53]Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J. Seibel, Junjun He, Yu Qiao:
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI. CoRR abs/2408.03361 (2024) - [i52]Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou:
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. CoRR abs/2408.11878 (2024) - [i51]Xidong Wang, Dingjie Song, Shunian Chen, Chen Zhang, Benyou Wang:
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture. CoRR abs/2409.02889 (2024) - [i50]Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael Guan, Benyou Wang:
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. CoRR abs/2409.10994 (2024) - [i49]Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang:
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models. CoRR abs/2410.07985 (2024) - [i48]Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu:
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. CoRR abs/2410.09421 (2024) - [i47]Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang:
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts. CoRR abs/2410.10626 (2024) - [i46]Fan Bu, Yuhao Zhang, Xidong Wang, Benyou Wang, Qun Liu, Haizhou Li:
Roadmap towards Superhuman Speech Understanding using Large Language Models. CoRR abs/2410.13268 (2024) - [i45]Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang:
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. CoRR abs/2410.14059 (2024) - [i44]Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li:
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement. CoRR abs/2410.14259 (2024) - 2023
- [c37]Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang:
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. AAAI 2023: 13291-13299 - [c36]Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang:
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. ACL (1) 2023: 1-21 - [c35]Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song:
Lifting the Curse of Capacity Gap in Distilling Language Models. ACL (1) 2023: 4535-4553 - [c34]Jianquan Li, Xiangbo Wu, Xiaokang Liu, Qianqian Xie, Prayag Tiwari, Benyou Wang:
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk. ACL (1) 2023: 7581-7596 - [c33]Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan, Benyou Wang:
On the Difference of BERT-style and CLIP-style Text Encoders. ACL (Findings) 2023: 13710-13721 - [c32]Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Guiming Chen, Jianquan Li, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li:
HuatuoGPT, Towards Taming Language Model to Be a Doctor. EMNLP (Findings) 2023: 10859-10885 - [c31]Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan:
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. ICCV 2023: 23346-23356 - [c30]Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci:
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. NeurIPS 2023 - [c29]Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin:
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations. NeurIPS 2023 - [i43]Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan:
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. CoRR abs/2302.08958 (2023) - [i42]Qiuchi Li, Benyou Wang, Yudong Zhu, Christina Lioma, Qun Liu:
Adapting Pre-trained Language Models for Quantum Natural Language Processing. CoRR abs/2302.13812 (2023) - [i41]Juhao Liang, Chen Zhang, Zhengyang Tang, Jie Fu, Dawei Song, Benyou Wang:
Modular Retrieval for Generalization and Interpretation. CoRR abs/2303.13419 (2023) - [i40]Fei Yu, Hongbo Zhang, Benyou Wang:
Nature Language Reasoning, A Survey. CoRR abs/2303.14725 (2023) - [i39]Qianqian Xie, Zheheng Luo, Benyou Wang, Sophia Ananiadou:
A Survey on Biomedical Text Summarization with Pre-trained Language Model. CoRR abs/2304.08763 (2023) - [i38]Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang:
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. CoRR abs/2304.10220 (2023) - [i37]Zhihong Chen, Feng Jiang, Junying Chen, Tiannan Wang, Fei Yu, Guiming Chen, Hongbo Zhang, Juhao Liang, Chen Zhang, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li:
Phoenix: Democratizing ChatGPT across Languages. CoRR abs/2304.10453 (2023) - [i36]Jianquan Li, Xidong Wang, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Jie Fu, Prayag Tiwari, Xiang Wan, Benyou Wang:
Huatuo-26M, a Large-scale Chinese Medical QA Dataset. CoRR abs/2305.01526 (2023) - [i35]Zhibin Lu, Qianqian Xie, Benyou Wang, Jian-Yun Nie:
Word Grounded Graph Convolutional Network. CoRR abs/2305.06434 (2023) - [i34]Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song:
Lifting the Curse of Capacity Gap in Distilling Language Models. CoRR abs/2305.12129 (2023) - [i33]Ridong Han, Tao Peng, Chaohao Yang, Benyou Wang, Lu Liu, Xiang Wan:
Is Information Extraction Solved by ChatGPT? An Analysis of Performance, Evaluation Criteria, Robustness and Errors. CoRR abs/2305.14450 (2023) - [i32]Hongbo Zhang, Xiang Wan, Benyou Wang:
Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution. CoRR abs/2305.15010 (2023) - [i31]Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Jianquan Li, Guiming Chen, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li:
HuatuoGPT, towards Taming Language Model to Be a Doctor. CoRR abs/2305.15075 (2023) - [i30]Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci:
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. CoRR abs/2305.19894 (2023) - [i29]Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song:
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models. CoRR abs/2306.03608 (2023) - [i28]Zhihong Chen, Guiming Hardy Chen, Shizhe Diao, Xiang Wan, Benyou Wang:
On the Difference of BERT-style and CLIP-style Text Encoders. CoRR abs/2306.03678 (2023) - [i27]Xidong Wang, Guiming Hardy Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li:
CMB: A Comprehensive Medical Benchmark in Chinese. CoRR abs/2308.08833 (2023) - [i26]Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang:
Large Language Model as a User Simulator. CoRR abs/2308.11534 (2023) - [i25]Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Abdulmohsen Alharthi, Bang An, Ziche Liu, Zhiyi Zhang, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu:
AceGPT, Localizing Large Language Models in Arabic. CoRR abs/2309.12053 (2023) - [i24]Yazhou Zhang, Mengyao Wang, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin:
DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations. CoRR abs/2310.11374 (2023) - [i23]Chen Zhang, Benyou Wang, Dawei Song:
On Elastic Language Models. CoRR abs/2311.07204 (2023) - [i22]Fei Yu, Anningzhe Gao, Benyou Wang:
Outcome-supervised Verifiers for Planning in Mathematical Reasoning. CoRR abs/2311.09724 (2023) - [i21]Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang:
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs. CoRR abs/2311.09774 (2023) - [i20]Wentao Ge, Shunian Chen, Guiming Chen, Junying Chen, Zhihong Chen, Shuo Yan, Chenghao Zhu, Ziyue Lin, Wenya Xie, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang:
MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V. CoRR abs/2311.13951 (2023) - [i19]Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong:
Silkie: Preference Distillation for Large Visual Language Models. CoRR abs/2312.10665 (2023) - 2022
- [j11]Peng Zhang, Wenjie Hui, Benyou Wang, Donghao Zhao, Dawei Song, Christina Lioma, Jakob Grue Simonsen:
Complex-valued Neural Network-based Quantum Language Models. ACM Trans. Inf. Syst. 40(4): 84:1-84:31 (2022) - [c28]Zhengyang Tang, Benyou Wang, Ting Yao:
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. COLING 2022: 1193-1202 - [c27]Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang:
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. EMNLP 2022: 7056-7068 - [c26]Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu:
Exploring extreme parameter compression for pre-trained language models. ICLR 2022 - [c25]Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang:
MorphTE: Injecting Morphology in Tensorized Embeddings. NeurIPS 2022 - [c24]Yi Yang, Chen Zhang, Benyou Wang, Dawei Song:
Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets. NLPCC (1) 2022: 144-156 - [i18]Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu:
Exploring Extreme Parameter Compression for Pre-trained Language Models. CoRR abs/2205.10036 (2022) - [i17]Benyou Wang, Xiangbo Wu, Xiaokang Liu, Jianquan Li, Prayag Tiwari, Qianqian Xie:
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk. CoRR abs/2207.00735 (2022) - [i16]Yi Yang, Chen Zhang, Benyou Wang, Dawei Song:
Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets. CoRR abs/2207.09638 (2022) - [i15]Zhengyang Tang, Benyou Wang, Ting Yao:
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. CoRR abs/2208.11503 (2022) - [i14]Zhongwei Wan, Benyou Wang, Xin Liu, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang:
Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation. CoRR abs/2209.11461 (2022) - [i13]Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang:
MorphTE: Injecting Morphology in Tensorized Embeddings. CoRR abs/2210.15379 (2022) - [i12]Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Xiang Wan:
Document-level Relation Extraction with Relation Correlations. CoRR abs/2212.10171 (2022) - 2021
- [j10]Yazhou Zhang, Yaochen Liu, Qiuchi Li, Prayag Tiwari, Benyou Wang, Yuhua Li, Hari Mohan Pandey, Peng Zhang, Dawei Song:
CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations. IEEE Trans. Fuzzy Syst. 29(12): 3696-3710 (2021) - [c23]Benyou Wang, Sihai Zhang, Xia Peng, Li Gu:
Exploration of University Students' Mobility Behavior on Campus. CONF-CDS 2021: 172:1-172:5 - [c22]Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song:
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. EMNLP (Findings) 2021: 871-880 - [c21]Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen:
On Position Embeddings in BERT. ICLR 2021 - [c20]Benyou Wang, Emanuele Di Buccio, Massimo Melucci:
Sequential Modeling in Vector Space. IIR 2021 - [c19]Benyou Wang, Emanuele Di Buccio, Massimo Melucci:
Word2Fun: Modelling Words as Functions for Diachronic Word Representation. NeurIPS 2021: 2861-2872 - [i11]Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie Fu:
Pre-trained Language Models in Biomedical Domain: A Systematic Survey. CoRR abs/2110.05006 (2021) - 2020
- [j9]Jianquan Li, Renfen Hu, Xiaokang Liu, Prayag Tiwari, Hari Mohan Pandey, Wei Chen, Benyou Wang, Yaohong Jin, Kaicheng Yang:
A distant supervision method based on paradigmatic relations for learning word embeddings. Neural Comput. Appl. 32(12): 7759-7768 (2020) - [j8]Wei Zhao, Benyou Wang, Min Yang, Jianbo Ye, Zhou Zhao, Xiaojun Chen, Ying Shen:
Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training. IEEE Trans. Cybern. 50(11): 4680-4693 (2020) - [c18]Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li:
Meta-Learning for Neural Relation Classification with Distant Supervision. CIKM 2020: 815-824 - [c17]Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang:
A Multi-task Learning Framework for Opinion Triplet Extraction. EMNLP (Findings) 2020: 819-828 - [c16]Benyou Wang, Emanuele Di Buccio, Massimo Melucci:
University of Padova @ DIACR-Ita (short paper). EVALITA 2020 - [c15]Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen:
Encoding word order in complex embeddings. ICLR 2020 - [i10]Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang:
A Multi-task Learning Framework for Opinion Triplet Extraction. CoRR abs/2010.01512 (2020) - [i9]Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li:
Meta-Learning for Neural Relation Classification with Distant Supervision. CoRR abs/2010.13544 (2020)
2010 – 2019
- 2019
- [j7]Benyou Wang, Li Gu:
Detection of Network Intrusion Threat Based on the Probabilistic Neural Network Model. Inf. Technol. Control. 48(4): 618-625 (2019) - [c14]Qiuchi Li, Benyou Wang, Massimo Melucci:
CNM: An Interpretable Complex-valued Network for Matching. NAACL-HLT (1) 2019: 4139-4148 - [c13]Benyou Wang:
Dynamic Content Monitoring and Exploration using Vector Spaces. SIGIR 2019: 1444 - [c12]Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song:
Semantic Hilbert Space for Text Representation Learning. WWW 2019: 3293-3299 - [i8]Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song:
Semantic Hilbert Space for Text Representation Learning. CoRR abs/1902.09802 (2019) - [i7]Qiuchi Li, Benyou Wang, Massimo Melucci:
CNM: An Interpretable Complex-valued Network for Matching. CoRR abs/1904.05298 (2019) - [i6]Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen:
Encoding word order in complex embeddings. CoRR abs/1912.12333 (2019) - 2018
- [j6]Prayag Tiwari, Jia Qian, Qiuchi Li, Benyou Wang, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque:
Detection of subtype blood cells using deep learning. Cogn. Syst. Res. 52: 1036-1044 (2018) - [j5]Yazhou Zhang, Dawei Song, Peng Zhang, Panpan Wang, Jingfei Li, Xiang Li, Benyou Wang:
A quantum-inspired multimodal sentiment analysis framework. Theor. Comput. Sci. 752: 21-40 (2018) - [c11]Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song:
End-to-End Quantum-like Language Models with Application to Question Answering. AAAI 2018: 5666-5673 - [c10]Benyou Wang, Kaihe Deng, Weiwei Wei, Sihai Zhang, Wuyang Zhou, Shui Yu:
Full Cycle Campus Life of College Students: A Big Data Case in China. BigComp 2018: 507-512 - [c9]Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song:
A Quantum Many-body Wave Function Inspired Language Modeling Approach. CIKM 2018: 1303-1312 - [c8]Wei Zhao, Benyou Wang, Jianbo Ye, Min Yang, Zhou Zhao, Ruotian Luo, Yu Qiao:
A Multi-task Learning Approach for Image Captioning. IJCAI 2018: 1205-1211 - [c7]Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen:
PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training. IJCAI 2018: 3676-3682 - [c6]Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song:
Quantum-Inspired Complex Word Embedding. Rep4NLP@ACL 2018: 50-57 - [i5]Benyou Wang, Li Wang, Qikang Wei:
TextZoo, a New Benchmark for Reconsidering Text Classification. CoRR abs/1802.03656 (2018) - [i4]Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song:
Quantum-inspired Complex Word Embedding. CoRR abs/1805.11351 (2018) - [i3]Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song:
A Quantum Many-body Wave Function Inspired Language Modeling Approach. CoRR abs/1808.09891 (2018) - 2017
- [j4]Shengnan Zhang, Yuexian Hou, Benyou Wang, Dawei Song:
Regularizing Neural Networks via Retaining Confident Connections. Entropy 19(7): 313 (2017) - [j3]Jingfei Li, Yue Wu, Peng Zhang, Dawei Song, Benyou Wang:
Learning to diversify web search results with a Document Repulsion Model. Inf. Sci. 411: 136-150 (2017) - [c5]Zhenguo Shang, Jingfei Li, Peng Zhang, Dawei Song, Benyou Wang:
How Users Select Query Suggestions Under Different Satisfaction States? CCIR 2017: 93-105 - [c4]Zhan Su, Benyou Wang, Jiabin Niu, Shuchang Tao, Peng Zhang, Dawei Song:
Enhanced Embedding Based Attentive Pooling Network for Answer Selection. NLPCC 2017: 693-700 - [c3]Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. SIGIR 2017: 515-524 - [i2]Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. CoRR abs/1705.10513 (2017) - [i1]Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Zhou Zhao, Xiaojun Chen:
Leveraging Long and Short-term Information in Content-aware Movie Recommendation. CoRR abs/1712.09059 (2017) - 2016
- [j2]Benyou Wang, Peng Zhang, Jingfei Li, Dawei Song, Yuexian Hou, Zhenguo Shang:
Exploration of Quantum Interference in Document Relevance Judgement Discrepancy. Entropy 18(4): 144 (2016) - [j1]Peng Zhang, Jingfei Li, Benyou Wang, Xiaozhao Zhao, Dawei Song, Yuexian Hou, Massimo Melucci:
A Quantum Query Expansion Approach for Session Search. Entropy 18(4): 146 (2016) - [c2]Benyou Wang, Jiabin Niu, Liqun Ma, Yuhua Zhang, Lipeng Zhang, Jingfei Li, Peng Zhang, Dawei Song:
A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. NLPCC/ICCPOL 2016: 934-941 - 2015
- [c1]Yongqiang Chen, Peng Zhang, Dawei Song, Benyou Wang:
A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. CIKM 2015: 1719-1722
Coauthor Index
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