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2020 – today
- 2025
[i17]Xin Zhou, Yiwen Guo, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models. CoRR abs/2502.08922 (2025)- [i16]Ruotian Ma, Peisong Wang, Cheng Liu, Xingyan Liu, Jiaqi Chen, Bang Zhang, Xin Zhou, Nan Du, Jia Li:
S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning. CoRR abs/2502.12853 (2025) - 2024
- [c19]Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang:
Making Harmful Behaviors Unlearnable for Large Language Models. ACL (Findings) 2024: 10258-10273 - [c18]Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. EMNLP 2024: 17905-17923 - [i15]Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang:
Are Large Language Models Good Prompt Optimizers? CoRR abs/2402.02101 (2024) - [i14]Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. CoRR abs/2410.15438 (2024) - 2023
- [c17]Ruotian Ma, Zhang Lin, Xuanting Chen, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen:
Coarse-to-fine Few-shot Learning for Named Entity Recognition. ACL (Findings) 2023: 4115-4129 - [c16]Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, Yong Ding, Yibo Zhang, Qi Zhang, Xuanjing Huang:
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations. ACL (Findings) 2023: 5459-5473 - [c15]Ruotian Ma, Xuanting Chen, Zhang Lin, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen:
Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER. ACL (1) 2023: 5959-5979 - [c14]Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference. EMNLP (Findings) 2023: 3749-3762 - [c13]Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang:
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View. EMNLP 2023: 4616-4630 - [i13]Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Making Harmful Behaviors Unlearnable for Large Language Models. CoRR abs/2311.02105 (2023) - 2022
- [c12]Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu:
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks. COLING 2022: 7053-7064 - [c11]Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022: 8073-8092 - [c10]Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang:
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. EMNLP 2022: 8360-8371 - [c9]Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui:
Searching for Optimal Subword Tokenization in Cross-domain NER. IJCAI 2022: 4289-4295 - [c8]Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang:
Template-free Prompt Tuning for Few-shot NER. NAACL-HLT 2022: 5721-5732 - [i12]Linyang Li, Demin Song, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Rebuild and Ensemble: Exploring Defense Against Text Adversaries. CoRR abs/2203.14207 (2022) - [i11]Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang:
Searching for Optimal Subword Tokenization in Cross-domain NER. CoRR abs/2206.03352 (2022) - [i10]Ruotian Ma, Xuanting Chen, Lin Zhang, Tao Gui, Qi Zhang, Xuanjing Huang:
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER. CoRR abs/2210.04676 (2022) - [i9]Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? CoRR abs/2212.10879 (2022) - 2021
- [c7]Xiao Wang, Qin Liu
, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) 2021: 347-355 - [c6]Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou:
SENT: Sentence-level Distant Relation Extraction via Negative Training. ACL/IJCNLP (1) 2021: 6201-6213 - [c5]Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. EMNLP (1) 2021: 3023-3032 - [i8]Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR abs/2103.11441 (2021) - [i7]Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang:
SENT: Sentence-level Distant Relation Extraction via Negative Training. CoRR abs/2106.11566 (2021) - [i6]Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu:
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. CoRR abs/2108.13888 (2021) - [i5]Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang:
Template-free Prompt Tuning for Few-shot NER. CoRR abs/2109.13532 (2021) - [i4]Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang:
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR abs/2110.02523 (2021) - [i3]Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang:
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. CoRR abs/2110.07331 (2021) - 2020
- [c4]Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang:
Simplify the Usage of Lexicon in Chinese NER. ACL 2020: 5951-5960 - [c3]Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang:
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. EMNLP (Findings) 2020: 678-688 - [c2]Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu:
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. EMNLP (1) 2020: 6193-6202 - [i2]Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu:
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. CoRR abs/2004.09984 (2020)
2010 – 2019
- 2019
- [c1]Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, Xuanjing Huang:
CNN-Based Chinese NER with Lexicon Rethinking. IJCAI 2019: 4982-4988 - [i1]Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang:
Simplify the Usage of Lexicon in Chinese NER. CoRR abs/1908.05969 (2019)
Coauthor Index
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