Ruotian Ma - RankMe

47 papers A* 7B 1Journal 27Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation. CoRR Chenyu Mu, Xin He, Qu Yang, Wanshun Chen, Jiadi Yao, Huang Liu, Zihao Yi, Bo Zhao, Xingyu Chen, Ruotian Ma, Fanghua Ye, Erkun Yang, Cheng Deng, Zhaopeng Tu, Xiaolong Li, Linus
2026	J	`jnl`	Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents. CoRR Ruihan Yang, Fanghua Ye, Xiang We, Ruoqing Zhao, Kang Luo, Xinbo Xu, Bo Zhao, Ruotian Ma, Shanyi Wang, Zhaopeng Tu, Xiaolong Li, Deqing Yang, Linus
2025	J	`jnl`	BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs. CoRR Yue Wang, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Wanshun Chen, Huang Liu, Jiadi Yao, Qu Yang, Qingxuan Jiang, Fanghua Ye, Juntao Li, Min Zhang, Zhaopeng Tu, Xiaolong Li, Linus
2025	J	`jnl`	RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents. CoRR Peisong Wang, Ruotian Ma, Bang Zhang, Xingyu Chen, Zhiwei He, Kang Luo, Qingsong Lv, Qingxuan Jiang, Zheng Xie, Shanyi Wang, Yuan Li, Fanghua Ye, Jian Li, Yifan Yang, Zhaopeng Tu, Xiaolong Li
2025	J	`jnl`	S CoRR Ruotian Ma, Peisong Wang, Cheng Liu, Xingyan Liu, Jiaqi Chen, Bang Zhang, Xin Zhou, Nan Du, Jia Li
2025	J	`jnl`	SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning. CoRR Jiaqi Chen, Bang Zhang, Ruotian Ma, Peisong Wang, Xiaodan Liang, Zhaopeng Tu, Xiaolong Li, Kwan-Yee K. Wong
2025	J	`jnl`	Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models. CoRR Xin Zhou, Yiwen Guo, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2025	J	`jnl`	Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models. CoRR Bang Zhang, Ruotian Ma, Qingxuan Jiang, Peisong Wang, Jiaqi Chen, Zheng Xie, Xingyu Chen, Yue Wang, Fanghua Ye, Jian Li, Yifan Yang, Zhaopeng Tu, Xiaolong Li
2025	J	`jnl`	Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare. CoRR Zhengliang Shi, Ruotian Ma, Jen-tse Huang, Xinbei Ma, Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, Shanyi Wang, Cixing Li, Wenxuan Wang, Zhaopeng Tu, Xiaolong Li, Zhaochun Ren, Linus
2025	—	`conf`	S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning. ACL (1) Ruotian Ma, Peisong Wang, Cheng Liu, Xingyan Liu, Jiaqi Chen, Bang Zhang, Xin Zhou, Nan Du, Jia Li
2025	J	`jnl`	The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems. CoRR Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Hai Zhao, Zhaopeng Tu, Xiaolong Li, Linus
2025	J	`jnl`	Too Good to be Bad: On the Failure of LLMs to Role-Play Villains. CoRR Zihao Yi, Qingxuan Jiang, Ruotian Ma, Xingyu Chen, Qu Yang, Mengru Wang, Fanghua Ye, Ying Shen, Zhaopeng Tu, Xiaolong Li, Linus
2025	J	`jnl`	Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. CoRR Mengru Wang, Xingyu Chen, Yue Wang, Zhiwei He, Jiahao Xu, Tian Liang, Qiuzhi Liu, Yunzhi Yao, Wenxuan Wang, Ruotian Ma, Haitao Mi, Ningyu Zhang, Zhaopeng Tu, Xiaolong Li, Dong Yu
2024	J	`jnl`	Are Large Language Models Good Prompt Optimizers? CoRR Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
2024	—	`conf`	Making Harmful Behaviors Unlearnable for Large Language Models. ACL (Findings) Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang
2024	A*	`conf`	Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. EMNLP Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2024	J	`jnl`	Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. CoRR Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	Coarse-to-fine Few-shot Learning for Named Entity Recognition. ACL (Findings) Ruotian Ma, Zhang Lin, Xuanting Chen, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen
2023	—	`conf`	Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER. ACL (1) Ruotian Ma, Xuanting Chen, Zhang Lin, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen
2023	J	`jnl`	Making Harmful Behaviors Unlearnable for Large Language Models. CoRR Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference. EMNLP (Findings) Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023	—	`conf`	TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations. ACL (Findings) Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, Yong Ding, Yibo Zhang, Qi Zhang, Xuanjing Huang
2023	A*	`conf`	Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View. EMNLP Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang
2022	A*	`conf`	Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2022	J	`jnl`	Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? CoRR Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2022	J	`jnl`	Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER. CoRR Ruotian Ma, Xuanting Chen, Lin Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2022	B	`conf`	Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks. COLING Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022	J	`jnl`	Rebuild and Ensemble: Exploring Defense Against Text Adversaries. CoRR Linyang Li, Demin Song, Jiehang Zeng, Ruotian Ma, Xipeng Qiu
2022	A*	`conf`	Searching for Optimal Subword Tokenization in Cross-domain NER. IJCAI Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui
2022	J	`jnl`	Searching for Optimal Subword Tokenization in Cross-domain NER. CoRR Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang
2022	—	`conf`	Template-free Prompt Tuning for Few-shot NER. NAACL-HLT Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang
2022	A*	`conf`	TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. EMNLP Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang
2021	—	`conf`	Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. EMNLP (1) Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu
2021	J	`jnl`	Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning. CoRR Linyang Li, Demin Song, Xiaonan Li, Jiehang Zeng, Ruotian Ma, Xipeng Qiu
2021	J	`jnl`	KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier. CoRR Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang
2021	J	`jnl`	Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. CoRR Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021	—	`conf`	SENT: Sentence-level Distant Relation Extraction via Negative Training. ACL/IJCNLP (1) Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou
2021	J	`jnl`	SENT: Sentence-level Distant Relation Extraction via Negative Training. CoRR Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang
2021	J	`jnl`	Template-free Prompt Tuning for Few-shot NER. CoRR Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021	—	`conf`	TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) 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
2021	J	`jnl`	TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR 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, Xingwu 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
2020	—	`conf`	BERT-ATTACK: Adversarial Attack Against BERT Using BERT. EMNLP (1) Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu
2020	J	`jnl`	BERT-ATTACK: Adversarial Attack Against BERT Using BERT. CoRR Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu
2020	A*	`conf`	Simplify the Usage of Lexicon in Chinese NER. ACL Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang
2020	—	`conf`	Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. EMNLP (Findings) Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang
2019	A*	`conf`	CNN-Based Chinese NER with Lexicon Rethinking. IJCAI Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, Xuanjing Huang
2019	J	`jnl`	Simplify the Usage of Lexicon in Chinese NER. CoRR Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang