Zhicheng Yang
Zhicheng Yang has 3 papers in our library, in 2023–2024, most of them on Reasoning, Language models & pretraining, Information retrieval & search; often with Haiming Wang, Jing Tang, Jianqiao Lu.
OpenAlex · ORCID · h-index 8 · 34 works · 160 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 74 times in our library · ⭐ Paper Stars ranking: #8899
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 2 worksMathematics · 1 workInformation Systems · 1 workGeometry and Topology · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 2 worksEfficient models & compression · 1 workInformation retrieval & search · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Process-Driven Autoformalization in Lean 4 (2024 · 33 citations)
Translating natural-language mathematics into formal code (autoformalization) has mostly been studied for languages with large online corpora, such as Lean 3. The newer and fast-changing Lean 4 lacks suitable training and evaluation data. The authors address this with two contributions. - DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning (2023 · 27 citations)
The order and choice of demonstrations in a prompt strongly affect how well large language models solve multi-step reasoning problems. - Proving Theorems Recursively (2024 · 19 citations)
Neural theorem provers usually build proofs one step at a time. A language model proposes the next tactic, and a search procedure ranks candidates with local scores such as log-probability, value estimates, or PUCT. These myopic signals often send the search into irrelevant intermediate goals, which makes long proofs…
Co-authors here
- Haiming Wang ×3
- Jing Tang ×3
- Jianqiao Lu ×2
- Jing Xiong ×2
- Yinya Huang ×2
- Zhengying Liu ×2
- Chengming Li
- Chengwu Liu
- Chuanyang Zheng
- Enze Xie
- Huajian Xin
- Jian Yin
Venues
Cited by
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