Ruotian Ma
- BERT-ATTACK: Adversarial Attack Against BERT Using BERT
2020/04/21 by Linyang Li, Ruotian Ma, Li, Linyang +7 · 54 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
- Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
2021/08/31 by Linyang Li, Demin Song, Li, Linyang +9 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Anomaly Detection Techniques and Applications
- Are Large Language Models Good Prompt Optimizers?
2024/02/03 by Ruotian Ma, Xiaolei Wang, Ma, Ruotian +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- 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
- Making Harmful Behaviors Unlearnable for Large Language Models
2023/11/02 by Xin Zhou, Zhou, Xin, Yi Lu +9 · 5 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
- Template-free Prompt Tuning for Few-shot NER
2021/09/28 by Ruotian Ma, Xin Zhou, Ma, Ruotian +11 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- 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 · 9 citations
Computer Science · #Cognitive Science and Mapping #AI-based Problem Solving and Planning
- Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models
2025/02/13 by Xin Zhou, Yiwen Guo, Zhou, Xin +9 · 5 citations
Psychology · #Artificial Intelligence (cs.AI) #Cognitive Functions and Memory #FOS: Computer and information sciences
- 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