Tian Ye
Tian Ye has 2 papers in our library, in 2024–2025, most of them on Reasoning, Language models & pretraining; often with Chengda Lu, Shirong Ma, Xiaokang Zhang.
OpenAlex · ORCID · Wikidata · h-index 39 · 137 works · 8,570 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 84 times in our library · ⭐ Paper Stars ranking: #8106
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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 Vision and Pattern Recognition · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process (2024 · 58 citations)
Do language models actually reason through grade-school math, or do they reuse memorized templates? Internet-pretrained models cannot answer this because of possible benchmark contamination, so the authors built iGSM, a synthetic generator of GSM8K-style word problems. - DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning (2025 · 33 citations)
Reinforcement learning that only checks final answers has let LLMs master answer-based contests like AIME and HMMT.
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