Songyang Gao
- Secrets of RLHF in Large Language Models Part II: Reward Modeling
2024/01/11 by Binghai Wang, Wang, Binghai, Rui Zheng +51 · 25 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
2024/06/06 by Zhiheng Xi, Xi, Zhiheng, Yiwen Ding +37 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Are Your LLMs Capable of Stable Reasoning?
2024/12/17 by Junnan Liu, Hongwei Liu, Liu, Junnan +15 · 23 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
2025/02/10 by Chengqi Lyu, Songyang Gao, Lyu, Chengqi +31 · 2 voices · 15 citations
#cs.CL #cs.LG
- Navigating the OverKill in Large Language Models
2024/01/31 by Chenyu Shi, Shi, Chenyu, Xiao Wang +17 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
2024/03/18 by Weikang Zhou, Zhou, Weikang, Xiao Wang +38 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
- Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement
2023/05/23 by Zhiheng Xi, Senjie Jin, Xi, Zhiheng +13 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future
2025/04/12 by Zhong, Jialun, Weifeng Shen, Shen, Wei +15 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
2023/10/10 by Xiao Wang, Yuansen Zhang, Wang, Xiao +21 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
2024/01/01 by Junjie Ye, Ye, Junjie, Guanyu Li +20 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Pre-Trained Policy Discriminators are General Reward Models
2025/07/07 by Shihan Dou, Dou, Shihan, Shichun Liu +39 · 8 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques
- Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model
2024/04/05 by Xinrun Du, Zhouliang Yu, Du, Xinrun +25 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model
2023/05/22 by Xiao Wang, Weikang Zhou, Wang, Xiao +17 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Group Entropy-Controlled Policy Optimization
2026/07/18 by Guangran Cheng, Chengqi Lyu, Songyang Gao +2
#cs.CL