Lei Shen
Lei Shen has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Code & programming languages; often with Chengyu Wang, Jun Huang, Qinkai Zheng.
OpenAlex · ORCID · h-index 7 · 14 works · 463 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 156 times in our library · ⭐ Paper Stars ranking: #3985
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 worksComputer Science Applications · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 1 workMultilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X (2023 · 465 citations)
Open, functionally checked evaluation of code models across many programming languages was largely missing. - Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards (2026 · 1 citation)
Small language models usually lag well behind large, expensive LLMs on agentic tool-use tasks. Reinforcement learning could help, but two obstacles hold it back. Public agentic datasets are narrow and often too easy, so RL rollouts give little learning signal. Real APIs are also costly, unstable and limited in scope.…
Co-authors here
- Chengyu Wang
- Jun Huang
- Qinkai Zheng
- Shan Wang
- Teng Su
- Tong Xu
- Xiao Xia
- Xu Zou
- Yang Li
- Yuanjie Lyu
- Yuxiao Dong
- Zhilin Yang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD): KDD 2023
Cited by
Updated
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