Kexun Zhang
Kexun Zhang has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Anirudh Goyal, Danqing Wang, Lei Li.
OpenAlex · h-index 12 · 62 works · 600 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 46 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #10011
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksInformation Systems · 2 worksArtificial Intelligence · 1 workComputer Science Applications · 1 workSoftware · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement (2024 · 22 citations)
Most LLM-based coding agents move through a task in a single forward pass. They cannot easily abandon a poor line of attack and try a different one. SWE-Search tackles this for repository-level bug fixing by combining Monte Carlo Tree Search (MCTS) with LLM self-evaluation. It builds on the moatless-tools framework… - ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers (2023 · 19 citations)
LLMs handle code generation well when a task spells out exactly what to implement. They do much worse on competitive-programming problems, where the model must first choose an efficient algorithm, and their output still needs human checking. ALGO tackles both issues. It builds on an observation: writing a slow…
All works
- SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative RefinementarXiv:2410.20285Antonis Antoniades, Albert Orwall, Kexun Zhang, et al.2024 · 22 citations
- ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle VerifiersarXiv:2305.14591Kexun Zhang, Danqing Wang, Jingtao Xia, et al.2023 · 19 citations
- A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetKexun Zhang et al.2022 · 11 citations
- Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetKexun Zhang, Jiaao Chen, Diyi Yang2022 · 9 citations
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: ACL 2022
- Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Cited by
Updated
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