Yin, Fangcong
- To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
2024/09/18 by Zayne Sprague, Sprague, Zayne, Fangcong Yin +18 · 6 voices · 60 citations
Computer Science · #Computability, Logic, AI Algorithms #cs.AI #cs.CL #cs.LG
- LoFiT: Localized Fine-tuning on LLM Representations
2024/06/03 by Fangcong Yin, Xi Ye, Yin, Fangcong +3 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural Networks and Applications
- ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
2025/05/19 by Liyan Tang, Tang, Liyan, Grace Kim +27 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation
2025/01/09 by Xi Ye, Ye, Xi, Fangcong Yin +12 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
2025/06/11 by Zhang, Wuwei, Yin, Fangcong, Yen, Howard +2 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Understanding Synthetic Context Extension via Retrieval Heads
2024/10/29 by Zhao, Xinyu, Yin, Fangcong, Durrett, Greg · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences