Pengfei Cao
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
2024/06/16 by Zhuoran Jin, Jin, Zhuoran, Pengfei Cao +15 · 17 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models
2024/02/22 by Zhuoran Jin, Jin, Zhuoran, Pengfei Cao +13 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons
2023/08/25 by Yuheng Chen, Pengfei Cao, Chen, Yuheng +7 · 5 citations
Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning
2024/02/28 by Jiachun Li, Li, Jiachun, Pengfei Cao +13 · 5 citations
Computer Science · Engineering · #Software Engineering Research #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- Large Language Models for Planning: A Comprehensive and Systematic Survey
2025/05/26 by Pengfei Cao, Cao, Pengfei, Tianyi Men +16 · 12 citations
Social Sciences · Engineering · #Geographic Information Systems Studies #Smart Cities and Technologies
- Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness
2024/05/29 by Jiachun Li, Li, Jiachun, Pengfei Cao +8 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
2024/12/18 by Zhuoran Jin, Hongbang Yuan, Jin, Zhuoran +11 · 6 citations
Computer Science · #Recommender Systems and Techniques
- Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
2024/06/23 by Tianyi Men, Men, Tianyi, Pengfei Cao +9 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
2025/06/26 by Tianyi Men, Men, Tianyi, Zhuoran Jin +9 · 5 citations
Computer Science · Psychology · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Multi-Agent Systems and Negotiation
- MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
2025/06/04 by Kejian Zhu, Zhu, Kejian, Zhuoran Jin +15 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Topic Modeling
- CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance
2024/09/20 by Yupu Hao, Pengfei Cao, Hao, Yupu +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models
2023/08/28 by Baoli Zhang, Haining Xie, Zhang, Baoli +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Continual Few-shot Event Detection via Hierarchical Augmentation Networks
2024/03/26 by Chenlong Zhang, Pengfei Cao, Zhang, Chenlong +11 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Seismology and Earthquake Studies
- A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
2024/10/21 by Tianyi Men, Men, Tianyi, Pengfei Cao +9 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Crime Patterns and Interventions #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences