Ensheng Shi
Ensheng Shi has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks, Code & programming languages; often with Yuchi Ma, Hongyu Zhang, Jiachi Chen.
OpenAlex · ORCID · Wikidata · h-index 12 · 51 works · 599 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #12924
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.
Co-authors here
- Yuchi Ma ×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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