Weisen Jiang
Weisen Jiang has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Han Shi, James Tin-Yau Kwok, Longhui Yu.
OpenAlex · ORCID · h-index 6 · 33 works · 148 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 574 times in our library · ⭐ Paper Stars ranking: #3885
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksMathematics · 2 worksComputational Theory and Mathematics · 1 workApplied Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 works
Works by year
2020s
Papers
- MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models (2023 · 565 citations)
Open-source LLMs such as LLaMA-2 lag well behind closed models on multi-step maths word problems. Fine-tuning helps, but it depends on having enough varied training questions. MetaMath addresses this by growing the GSM8K and MATH training sets from the question side as well as the answer side, producing a dataset… - Forward-Backward Reasoning in Large Language Models for Mathematical Verification (2024 · 44 citations)
The paper addresses a limitation of Self-Consistency in chain-of-thought math solving. Self-Consistency picks the answer that most sampled reasoning chains agree on, and its gains level off as more chains are sampled. Many of its errors are still recoverable, because some sampled chain often reaches the right answer…
Co-authors here
- Han Shi ×2
- James Tin-Yau Kwok ×2
- Longhui Yu ×2
- Yu Zhang ×2
- Zhenguo Li ×2
- Zhengying Liu ×2
- Adrian Weller
- Jincheng Yu
- Weiyang Liu
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
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