Bin Sun
Bin Sun has 2 papers in our library, in 2023–2024, most of them on Reasoning, Language models & pretraining; often with Bin Li, Boyuan Pan, Fei Xia.
OpenAlex · ORCID · h-index 10 · 45 works · 374 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 251 times in our library · ⭐ Paper Stars ranking: #5246
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Large Language Models are Better Reasoners with Self-Verification (2023 · 304 citations)
Chain-of-thought (CoT) prompting helps large language models reason through multi-step problems. One wrong step, though, can carry through the chain and spoil the final answer. Earlier fixes trained a separate verifier model, which needs human labels and fine-tuning and gives scores that are hard to interpret. The… - Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning (2024 · 57 citations)
Self-consistency (SC) improves chain-of-thought reasoning by sampling many reasoning paths and taking a majority vote.
Co-authors here
- Bin Li
- Boyuan Pan
- Fei Xia
- Jun Zhao
- Kan Li
- Kang Liu
- Minjun Zhu
- Peiwen Yuan
- Shaoxiong Feng
- Shengping Liu
- Shizhu He
- Xinglin Wang
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/bin-sun/