Zhichao Sheng
Zhichao Sheng has 2 papers in our library, in 2024–2026, most of them on Reasoning, Language models & pretraining, Speech & spoken language; often with Beichen Zhang, Chen Gong, Ji-Rong Wen.
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📄 2 works in our library · 🔗 Cited 24 times in our library · ⭐ Paper Stars ranking: #10536
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksMathematics · 1 workArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksApplied Mathematics · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 workSpeech & spoken language · 1 work
Works by year
2020s
Papers
- JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models (2024 · 29 citations)
Specialised training data improves the mathematical reasoning of LLMs, but current approaches are costly. They either pre-train on huge math corpora or ask very large models such as GPT-4 to generate millions of problems. The authors test whether a relatively small model can be taught to synthesise useful math data… - Think Smart, Not Hard: Difficulty Adaptive Reasoning for Large Audio Language Models (2026)
Large Audio Language Models (LALMs) that use chain-of-thought tend to apply the same reasoning depth to every question.
Co-authors here
- Beichen Zhang
- Chen Gong
- Ji-Rong Wen
- Jiapeng Wang
- Kun Zhou
- Shijin Wang
- Shilin Zhou
- Wayne Xin Zhao
- Zhenghua Li
- Zhipeng Chen
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2024
Cited by
Updated
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