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2020 – today
- 2025
[c4]Zayne Rea Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett:
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning. ICLR 2025- [c3]Xinyu Zhao, Fangcong Yin, Greg Durrett:
Understanding Synthetic Context Extension via Retrieval Heads. ICML 2025 - [i8]Xi Ye, Fangcong Yin, Yinghui He, Joie Zhang, Howard Yen, Tianyu Gao, Greg Durrett, Danqi Chen:
LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation. CoRR abs/2501.05414 (2025) - [i7]Liyan Tang, Grace Kim, Xinyu Zhao, Thom Lake, Wenxuan Ding, Fangcong Yin, Prasann Singhal, Manya Wadhwa, Zeyu Leo Liu, Zayne Sprague, Ramya Namuduri
, Bodun Hu, Juan Diego Rodriguez, Puyuan Peng, Greg Durrett:
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models. CoRR abs/2505.13444 (2025) - [i6]Fangcong Yin, Zeyu Leo Liu, Liu Leqi, Xi Ye, Greg Durrett:
Learning Composable Chains-of-Thought. CoRR abs/2505.22635 (2025) - [i5]Femi Bello, Anubrata Das, Fanzhi Zeng, Fangcong Yin, Liu Leqi:
Linear Representation Transferability Hypothesis: Leveraging Small Models to Steer Large Models. CoRR abs/2506.00653 (2025) - [i4]Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye:
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking. CoRR abs/2506.09944 (2025) - 2024
- [c2]Fangcong Yin, Xi Ye, Greg Durrett:
LoFiT: Localized Fine-tuning on LLM Representations. NeurIPS 2024 - [i3]Fangcong Yin, Xi Ye, Greg Durrett:
LoFiT: Localized Fine-tuning on LLM Representations. CoRR abs/2406.01563 (2024) - [i2]Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett:
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning. CoRR abs/2409.12183 (2024) - [i1]Xinyu Zhao, Fangcong Yin, Greg Durrett:
Understanding Synthetic Context Extension via Retrieval Heads. CoRR abs/2410.22316 (2024) - 2023
- [c1]Fangcong Yin, Marten van Schijndel:
Linguistic Compression in Single-Sentence Human-Written Summaries. EMNLP (Findings) 2023: 7922-7935
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