Xiwen Zhang
Xiwen Zhang has 2 papers in our library, in 2024, most of them on Language models & pretraining, Reasoning; often with Fangming Liu, Junxian He, Mengwei Xu.
OpenAlex · ORCID · h-index 15 · 91 works · 546 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 150 times in our library · ⭐ Paper Stars ranking: #6834
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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.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Small Language Models: Survey, Measurements, and Insights (2024 · 88 citations)
Compact language models already run in commercial devices, such as Gemini Nano on Google/Samsung phones and Apple's on-device foundation model. - DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving (2024 · 81 citations)
Instruction tuning on synthetic solutions is a common way to improve LLM math reasoning. Such data usually comes from rejection sampling: a strong model generates several answers per problem, and wrong ones are discarded. The authors show this skews datasets toward easy problems. In MetaMathQA's MATH-derived AnsAug…
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