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Ma, Ruotian

  1. BERT-ATTACK: Adversarial Attack Against BERT Using BERT
    2020/04/21 by Linyang Li, Li, Linyang, Ruotian Ma +7 · 37 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  2. Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
    2021/08/31 by Linyang Li, Demin Song, Li, Linyang +9 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Anomaly Detection Techniques and Applications
  3. Searching for Optimal Subword Tokenization in Cross-domain NER
    2022/06/07 by Ruotian Ma, Yiding Tan, Ma, Ruotian +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis #Text and Document Classification Technologies
  4. SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
    2025/04/27 by Jiaqi Chen, Chen, Jiaqi, Bang Zhang +11 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  5. Making Harmful Behaviors Unlearnable for Large Language Models
    2023/11/02 by Xin Zhou, Yi Lu, Zhou, Xin +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  6. Template-free Prompt Tuning for Few-shot NER
    2021/09/28 by Ruotian Ma, Ma, Ruotian, Xin Zhou +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  7. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    2025/05/20 by Wang, Mengru, Xingyu Chen, Yue Wang +25 · 8 citations
    Computer Science · #Cognitive Science and Mapping #AI-based Problem Solving and Planning
  8. Are Large Language Models Good Prompt Optimizers?
    2024/02/03 by Ruotian Ma, Ma, Ruotian, Xiaolei Wang +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER
    2022/10/10 by Ma, Ruotian, Chen, Xuanting, Zhang, Lin +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
    2025/02/18 by Ruijuan Ma, Ma, Ruotian, Wang, Peisong +14 · 5 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models
    2025/05/01 by Zhang, Bang, Ma, Ruotian, Jiang, Qingxuan +10 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  12. RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
    2025/07/03 by Wang, Peisong, Ruijuan Ma, Ma, Ruotian +26 · 7 citations
    Computer Science · #Reinforcement Learning in Robotics
  13. Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?
    2022/12/21 by Ningyu Xu, Xu, Ningyu, Tao Gui +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  14. Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models
    2025/02/13 by Xin Zhou, Zhou, Xin, Yiwen Guo +9 · 3 citations
    Psychology · #Artificial Intelligence (cs.AI) #Cognitive Functions and Memory #FOS: Computer and information sciences
  15. Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
    2024/10/20 by Zhou, Xin, Nie, Ping, Guo, Yiwen +7 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences