Xi Ye

According to our database, Xi Ye authored at least 37 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks.

Yoonsang Lee, Howard Yen, Xi Ye, Danqi Chen

CoRR, April, 2026

DySCO: Dynamic Attention-Scaling Decoding for Long-Context LMs.

Xi Ye, Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen

CoRR, February, 2026

2025

Language Models that Think, Chat Better.

Adithya Bhaskar, Xi Ye, Danqi Chen

CoRR, September, 2025

Learning to Reason Across Parallel Samples for LLM Reasoning.

Jianing Qi, Xi Ye, Hao Tang, Zhigang Zhu, Eunsol Choi

CoRR, June, 2025

Inter-Passage Verification for Multi-evidence Multi-answer QA.

Bingsen Chen, Shengjie Wang, Xi Ye, Chen Zhao

CoRR, June, 2025

Learning Composable Chains-of-Thought.

Fangcong Yin, Zeyu Leo Liu, Liu Leqi, Xi Ye, Greg Durrett

CoRR, May, 2025

LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation.

Xi Ye, Fangcong Yin, Yinghui He, Joie Zhang, Howard Yen, Tianyu Gao, Greg Durrett, Danqi Chen

CoRR, January, 2025

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Zayne Rea Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking.

Wuwei Zhang, Fangcong Yin, Howard Yen, Danqi Chen, Xi Ye

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Inter-Passage Verification for Multi-evidence Multi-answer QA.

Bingsen Chen, Shenji Wan, Xi Ye, Chen Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning.

Xinlu Zhang, Zhiyu Zoey Chen, Xi Ye, Xianjun Yang, Lichang Chen, William Yang Wang, Linda Ruth Petzold

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

CodeUpdateArena: Benchmarking Knowledge Editing on API Updates.

Zeyu Leo Liu, Shrey Pandit, Xi Ye, Eunsol Choi, Greg Durrett

CoRR, 2024

AmbigDocs: Reasoning across Documents on Different Entities under the Same Name.

Yoonsang Lee, Xi Ye, Eunsol Choi

CoRR, 2024

LoFiT: Localized Fine-tuning on LLM Representations.

Fangcong Yin, Xi Ye, Greg Durrett

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Effective Large Language Model Adaptation for Improved Grounding and Citation Generation.

Xi Ye, Ruoxi Sun, Sercan Ö. Arik, Tomas Pfister

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Crafting In-context Examples according to LMs' Parametric Knowledge.

Yoonsang Lee, Pranav Atreya, Xi Ye, Eunsol Choi

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning.

Zayne Sprague, Xi Ye, Kaj Bostrom, Swarat Chaudhuri, Greg Durrett

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Effective Large Language Model Adaptation for Improved Grounding.

Xi Ye, Ruoxi Sun, Sercan Ö. Arik, Tomas Pfister

CoRR, 2023

Satisfiability-Aided Language Models Using Declarative Prompting.

Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett

CoRR, 2023

Explanation Selection Using Unlabeled Data for In-Context Learning.

Xi Ye, Greg Durrett

CoRR, 2023

SatLM: Satisfiability-Aided Language Models Using Declarative Prompting.

Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting.

Xi Ye, Greg Durrett

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Assessing Out-of-Domain Language Model Performance from Few Examples.

Prasann Singhal, Jarad Forristal, Xi Ye, Greg Durrett

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Complementary Explanations for Effective In-Context Learning.

Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

EEL: Efficiently Encoding Lattices for Reranking.

Prasann Singhal, Jiacheng Xu, Xi Ye, Greg Durrett

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Diagnosing Ensemble Few-Shot Classifiers.

Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu

IEEE Trans. Vis. Comput. Graph., 2022

The Unreliability of Explanations in Few-Shot In-Context Learning.

Xi Ye, Greg Durrett

CoRR, 2022

The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning.

Xi Ye, Greg Durrett

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering.

Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Can Explanations Be Useful for Calibrating Black Box Models?

Xi Ye, Greg Durrett

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.

Xi Ye, Rohan Nair, Greg Durrett

CoRR, 2021

Connecting Attributions and QA Model Behavior on Realistic Counterfactuals.

Xi Ye, Rohan Nair, Greg Durrett

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Optimal Neural Program Synthesis from Multimodal Specifications.

Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Sketch-Driven Regular Expression Generation from Natural Language and Examples.

Xi Ye, Qiaochu Chen, Xinyu Wang, Isil Dillig, Greg Durrett

Trans. Assoc. Comput. Linguistics, 2020

Multi-modal synthesis of regular expressions.

Qiaochu Chen, Xinyu Wang, Xi Ye, Greg Durrett, Isil Dillig

Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2020

Benchmarking Multimodal Regex Synthesis with Complex Structures.

Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Interactive Correction of Mislabeled Training Data.

Shouxing Xiang, Xi Ye, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Liu

Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019