Ye, Xi
- 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
- SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
2023/05/16 by Xi Ye, Ye, Xi, Qiaochu Chen +5 · 1 voice · 20 citations
#cs.CL #cs.AI
- The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
2022/05/06 by Xi Ye, Greg Durrett, Ye, Xi +1 · 16 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
- RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering
2021/09/17 by Ye, Xi, Yavuz, Semih, Hashimoto, Kazuma +2 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario
2024/05/06 by Zhizhao Duan, Hao Cheng, Duan, Zhizhao +11 · 12 citations
Engineering · #Optical Wireless Communication Technologies #Semiconductor Lasers and Optical Devices #Advanced Optical Network Technologies
- Complementary Explanations for Effective In-Context Learning
2022/11/25 by Xi Ye, Ye, Xi, Srinivasan Iyer +9 · 8 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- LoFiT: Localized Fine-tuning on LLM Representations
2024/06/03 by Fangcong Yin, Yin, Fangcong, Xi Ye +3 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural Networks and Applications
- Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
2024/05/30 by Zhang, Xinlu, Chen, Zhiyu Zoey, Ye, Xi +4 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
2023/11/16 by Xi Ye, Ye, Xi, Ruoxi Sun +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Sketch-Driven Regular Expression Generation from Natural Language and Examples
2019/08/16 by Xi Ye, Qiaochu Chen, Ye, Xi +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Learning to Reason Across Parallel Samples for LLM Reasoning
2025/06/10 by Qi, Jianing, Ye, Xi, Tang, Hao +2 · 11 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Connecting Attributions and QA Model Behavior on Realistic Counterfactuals
2021/04/09 by Ye, Xi, Nair, Rohan, Durrett, Greg · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CodeUpdateArena: Benchmarking Knowledge Editing on API Updates
2024/07/08 by Zeyu Leo Liu, Liu, Zeyu Leo, Shrey Pandit +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
- VPTR: Efficient Transformers for Video Prediction
2022/03/29 by Xi Ye, Ye, Xi, Guillaume-Alexandre Bilodeau +1 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
- Video Prediction by Efficient Transformers
2022/12/12 by Ye, Xi, Bilodeau, Guillaume-Alexandre · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Multi-modal Synthesis of Regular Expressions
2019/08/09 by Chen, Qiaochu, Wang, Xinyu, Ye, Xi +2 · 1 citation
#FOS: Computer and information sciences #Programming Languages (cs.PL)
- Optimal Neural Program Synthesis from Multimodal Specifications
2020/10/04 by Xi Ye, Qiaochu Chen, Ye, Xi +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
- Can Explanations Be Useful for Calibrating Black Box Models?
2021/10/14 by Xi Ye, Greg Durrett, Ye, Xi +1 · 1 citation
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference
- 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
- Assessing Out-of-Domain Language Model Performance from Few Examples
2022/10/13 by Singhal, Prasann, Forristal, Jarad, Ye, Xi +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AmbigDocs: Reasoning across Documents on Different Entities under the Same Name
2024/04/18 by Lee, Yoonsang, Ye, Xi, Choi, Eunsol · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning
2025/03/06 by Ye, Xi, Yang, Rui Heng, Jin, Jun +2 · 2 citations
#FOS: Computer and information sciences #Robotics (cs.RO)