Li, Yafu
- An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
2023/08/17 by Luo Yun, Luo, Yun, Zhen Yang +9 · 112 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
2023/09/03 by Yue Zhang, Yafu Li, Zhang, Yue +28 · 96 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- MAGE: Machine-generated Text Detection in the Wild
2023/05/22 by Yafu Li, Qintong Li, Li, Yafu +14 · 30 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection #Topic Modeling
- Learning to Reason under Off-Policy Guidance
2025/04/21 by Yan, Jianhao, Li, Yafu, Hu, Zican +5 · 74 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey of Reinforcement Learning for Large Reasoning Models
2025/09/10 by Kaiyan Zhang, Yuxin Zuo, Zhang, Kaiyan +80 · 2 voices · 55 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG
- A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
2025/03/27 by Xiaoye Qu, Yafu Li, Qu, Xiaoye +31 · 39 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
- Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
2025/01/22 by Li, Yafu, Hu, Xuyang, Qu, Xiaoye +2 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective
2022/11/15 by Linyi Yang, Shuibai Zhang, Yang, Linyi +15 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
- Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
2025/06/04 by Shuang Chen, Y. P. Guo, Chen, Shuang +17 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
2025/05/20 by Fu, Tingchen, Gu, Jiawei, Li, Yafu +2 · 13 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text
2024/05/21 by Yafu Li, Zhilin Wang, Li, Yafu +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Understanding In-Context Learning from Repetitions
2023/09/30 by Jianhao Yan, Yan, Jianhao, Jin Xu +9 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning
2025/01/21 by Yafu Li, Li, Yafu, Zhilin Wang +8 · 4 citations
Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
2025/03/06 by Li, Yafu, Zhang, Ronghao, Wang, Zhilin +5 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-Granularity Optimization for Non-Autoregressive Translation
2022/10/20 by Li, Yafu, Cui, Leyang, Yin, Yongjing +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-LLM Collaborative Search for Complex Problem Solving
2025/02/26 by Yang, Sen, Li, Yafu, Lam, Wai +1 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Explicit Syntactic Guidance for Neural Text Generation
2023/06/20 by Li, Yafu, Cui, Leyang, Yan, Jianhao +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation
2023/07/08 by Yulong Chen, Huajian Zhang, Chen, Yulong +19 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Spotlight on Token Perception for Multimodal Reinforcement Learning
2025/10/10 by Huang, Siyuan, Qu, Xiaoye, Li, Yafu +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
2025/09/29 by He, Zefeng, Qu, Xiaoye, Li, Yafu +3 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Diversity-Incentivized Exploration for Versatile Reasoning
2025/09/30 by Z.-W. Hu, Hu, Zican, Shilin Zhang +16 · 2 citations
Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation