Xinbo Zhang
Xinbo Zhang has 3 papers in our library, in 2023–2025, most of them on Reasoning; often with Hang Li, Luong Trung, Xiaoran Jin.
OpenAlex · ORCID · Wikidata · h-index 123 · 611 works · 50,174 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 162 times in our library · ⭐ Paper Stars ranking: #7293
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 2 worksMathematics · 1 workApplied Mathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
Papers
- ReFT: Reasoning with Reinforced Fine-Tuning (2024 · 134 citations)
Large language models are usually trained to solve math word problems with supervised fine-tuning (SFT) on chain-of-thought (CoT) annotations. - Solving Formal Math Problems by Decomposition and Iterative Reflection (2025 · 16 citations)
Off-the-shelf large language models reason well about mathematics in natural language but struggle to write formal Lean 4 proofs. - Design of Chain-of-Thought in Math Problem Solving (2023 · 10 citations)
The paper asks which chain-of-thought (CoT) format best helps language models solve math word problems. The authors, from ByteDance Research, compare natural language CoT with three program-based styles. The self-describing program (SDP) uses variable names drawn from the question. The non-describing program (NDP)…
Co-authors here
- Hang Li ×2
- Luong Trung ×2
- Xiaoran Jin ×2
- Zhanming Jie ×2
- Allan Jie
- Haocheng Wang
- Jiahui Wang
- Luoxin Chen
- Peng Sun
- Yongxin Zhang
Venues
Cited by
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