Xi Ye

Most-cited papers

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang +6 more
2024International Conference on Learning Representations387 citations
Semantic Scholar
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Xi Ye, Greg Durrett
2022Neural Information Processing Systems274 citations Open access
Semantic Scholar
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning
Zayne Sprague, Xi Ye, Kaj Bostrom, Swarat Chaudhuri +1 more
2023arXiv.org251 citations
Semantic Scholar
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering
Xi Ye, Semih Yavuz, Kazuma Hashimoto, Ying-Bo Zhou +1 more
2021Annual Meeting of the Association for Computational Linguistics217 citations Open access
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Satisfiability-Aided Language Models Using Declarative Prompting
Xi Ye, Qiaochu Chen, I. Dillig, Greg Durrett
2023Neural Information Processing Systems191 citations Open access
Semantic Scholar
Complementary Explanations for Effective In-Context Learning
Xi Ye, Srini Iyer, Asli Celikyilmaz, Ves Stoyanov +2 more
2022Annual Meeting of the Association for Computational Linguistics127 citations Open access
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Multi-modal synthesis of regular expressions
Qiaochu Chen, Xinyu Wang, Xi Ye, Greg Durrett +1 more
2019ACM-SIGPLAN Symposium on Programming Language Design and Implementation95 citations Open access
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LoFiT: Localized Fine-tuning on LLM Representations
Fangcong Yin, Xi Ye, Greg Durrett
2024Neural Information Processing Systems78 citations
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Interactive Correction of Mislabeled Training Data
Shouxing Xiang, Xi Ye, Jia-Zhi Xia, Jing Wu +2 more
2019IEEE Conference on Visual Analytics Science and Technology72 citations
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Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
Xi Ye, Ruoxi Sun, Sercan Ö. Arik, Tomas Pfister
2023North American Chapter of the Association for Computational Linguistics60 citations
Semantic Scholar
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
Xinlu Zhang, Z. Chen, Xi Ye, Xianjun Yang +3 more
2024AAAI Conference on Artificial Intelligence43 citations
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Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
Wu Zhang, Fangcong Yin, Howard Yen, Dan-Qi Chen +1 more
2025Conference on Empirical Methods in Natural Language Processing40 citations
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The Unreliability of Explanations in Few-Shot In-Context Learning
Xi Ye, Greg Durrett
2022arXiv.org37 citations Open access
Semantic Scholar
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Xi Ye, Qiaochu Chen, Xinyu Wang, I. Dillig +1 more
2019Transactions of the Association for Computational Linguistics35 citations Open access
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LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation
Xi Ye, Fangcong Yin, Ying-Hui He, Joie Zhang +4 more
2025arXiv.org34 citations
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Can Explanations Be Useful for Calibrating Black Box Models?
Xi Ye, Greg Durrett
2021Annual Meeting of the Association for Computational Linguistics32 citations Open access
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Optimal Neural Program Synthesis from Multimodal Specifications
Xi Ye, Qiaochu Chen, I. Dillig, Greg Durrett
2020Conference on Empirical Methods in Natural Language Processing32 citations Open access
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Diagnosing Ensemble Few-Shot Classifiers
Wei-Kai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao +5 more
2022IEEE Transactions on Visualization and Computer Graphics29 citations Open access
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Connecting Attributions and QA Model Behavior on Realistic Counterfactuals
Xi Ye, Rohan Nair, Greg Durrett
2021Conference on Empirical Methods in Natural Language Processing29 citations Open access
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Language Models that Think, Chat Better
Adithya Bhaskar, Xi Ye, Dan-Qi Chen
2025arXiv.org26 citations
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Benchmarking Multimodal Regex Synthesis with Complex Structures
Xi Ye, Qiaochu Chen, I. Dillig, Greg Durrett
2020Annual Meeting of the Association for Computational Linguistics22 citations Open access
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Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks
Yoonsang Lee, Howard Yen, Xi Ye, Dan-Qi Chen
2026arXiv.org18 citations
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Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting
Xi Ye, Greg Durrett
2023Conference on Empirical Methods in Natural Language Processing14 citations Open access
Semantic Scholar
Explanation Selection Using Unlabeled Data for In-Context Learning
Xi Ye, Greg Durrett
2023arXiv.org14 citations Open access
Semantic Scholar
Sequential Beats Joint: On the Interplay between On-Policy Distillation and RLVR
Bo-Yang Li, Bingsen Chen, Cheng-Hao Yang, Ping Nie +2 more
202612 citations
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Advancing General-Purpose Reasoning Models with Modular Gradient Surgery
Min Cai, Yu Liang, Longzheng Wang, Yan Wang +5 more
2026arXiv.org10 citations
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Detecting and Suppressing Reward Hacking with Gradient Fingerprints
Song Wang, Quang Hieu Pham, Fangcong Yin, Xin-Peng Wang +3 more
2026arXiv.org6 citations
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Explanation in the Era of Large Language Models
Zining Zhu, Hanjie Chen, Xi Ye, Qing Lyu +3 more
2024North American Chapter of the Association for Computational Linguistics6 citations Open access
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Assessing Out-of-Domain Language Model Performance from Few Examples
Prasann Singhal, Jarad Forristal, Xi Ye, Greg Durrett
2022Conference of the European Chapter of the Association for Computational Linguistics6 citations Open access
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Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals
Xi Ye, Rohan Nair, Greg Durrett
2021arXiv.org6 citations
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DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models
Xi Ye, Wu Zhang, Fang-Cong Yin, Howard Yen +1 more
20264 citations
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EEL: Efficiently Encoding Lattices for Reranking
Prasann Singhal, Jiacheng Xu, Xi Ye, Greg Durrett
2023Annual Meeting of the Association for Computational Linguistics4 citations Open access
Semantic Scholar
DySCO: Dynamic Attention-Scaling Decoding for Long-Context LMs
Xi Ye, Wu Zhang, Fangcong Yin, Howard Yen +1 more
2026arXiv.org2 citations
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EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents
Min Cai, Dan Zhang, Gao Xing, Li-Bin Ma +2 more
20260 citations
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