Ruotian Ma

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Named Entity Recognition

Top Venues

Publications

Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
Are Large Language Models Good Prompt Optimizers? CoRR (2024)
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)
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
Making Harmful Behaviors Unlearnable for Large Language Models. CoRR (2023)
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference. EMNLP (Findings) (2023)
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)
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)
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)
Linyang Li, Demin Song, Jiehang Zeng, Ruotian Ma, Xipeng Qiu
Rebuild and Ensemble: Exploring Defense Against Text Adversaries. CoRR (2022)
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 (2022)
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)
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 (2022)
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)
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)
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)
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)
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 (2022)
Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR (2021)
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)
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 (2021)
Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
Template-free Prompt Tuning for Few-shot NER. CoRR (2021)
Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. CoRR (2021)
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)
Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang
SENT: Sentence-level Distant Relation Extraction via Negative Training. CoRR (2021)
Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. CoRR (2021)
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)
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)
Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. CoRR (2020)
Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang
Simplify the Usage of Lexicon in Chinese NER. ACL (2020)
Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu
BERT-ATTACK: Adversarial Attack Against BERT Using BERT. EMNLP (1) (2020)
Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, Xuanjing Huang
CNN-Based Chinese NER with Lexicon Rethinking. IJCAI (2019)
Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang
Simplify the Usage of Lexicon in Chinese NER. CoRR (2019)