Lei Qi
Lei Qi has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Chaoqun He, Di Huang, Jie Liu.
OpenAlex · h-index 9 · 29 works · 258 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 424 times in our library · ⭐ Paper Stars ranking: #4004
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workMathematics · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 4Research subjects and languages the work is about.Evaluation & benchmarks · 1 workVision & language · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems (2024 · 456 citations)
Frontier models now score near the top on older math benchmarks like GSM8K and MATH. With prompting, GPT-4 reaches 97.0% and 84.3% on them. Existing physics and multimodal test sets also tend to be easy, narrow in scope, or text-only. To give harder targets, the authors built OlympiadBench, a bilingual… - StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs through Knowledge-Reasoning Fusion (2025 · 7 citations)
Autoformalization means converting natural-language math problems into formal statements, here in Lean 4. Current LLM approaches are still inaccurate. General-purpose models often misuse Lean details, such as calling functions that do not exist. Specialized translators trained on narrow annotated data tend to misread…
Co-authors here
- Chaoqun He
- Di Huang
- Jie Liu
- Jinyi Hu
- Junhao Shen
- Renjie Luo
- Rui Zhang
- Shengding Hu
- Shijie Shang
- Xing Hu
- Xu Han
- Yue Peng
Venues
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