Yuchi Ma
Yuchi Ma has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks, Code & programming languages; often with Ensheng Shi, Hongyu Zhang, Jiachi Chen.
OpenAlex · ORCID · Wikidata · h-index 12 · 46 works · 588 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #13222
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Code & programming languages · 1 workInterpretability · 1 workLanguage models & pretraining · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models (2026 · 1 citation)
Code-focused LLMs usually improve through supervised instruction tuning on curated problem–solution pairs, or on synthetic data derived from real code snippets. - From Conversation to Evaluation: Benchmarking LLMs on Development Knowledge via SimpleDevQA (2026)
Developers often turn to LLMs for factual knowledge about tools, APIs and frameworks, but benchmarks for this Dev Knowledge QA task are narrow in the knowledge they cover and seldom rest on genuine user questions.
All works
- RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation ↗arXiv:2412.17744 · no summary yetYanli Wang et al.2024 · 20 citations
- UCoder: Unsupervised Code Generation by Internal Probing of Large Language ModelsFindings of the Association for Computational LinguisticsJiajun Wu, Jian Yang, Wei Zhang, et al.2026 · 1 citation
- From Conversation to Evaluation: Benchmarking LLMs on Development Knowledge via SimpleDevQAFindings of the Association for Computational LinguisticsJing Zhang, Lianghong Guo, Yanlin Wang, et al.2026
Co-authors here
- Ensheng Shi ×2
- Hongyu Zhang
- Jiachi Chen
- Jiajun Wu
- Jian Yang
- Jing Zhang
- Linzheng Chai
- Mingwei Liu
- Terry Yue Zhuo
- Wei Zhang
- Xianglong Liu
- Yanlin Wang
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Cited by
Updated
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