Chunsheng Zuo
Chunsheng Zuo has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Information retrieval & search; often with Daniel Khashabi.
OpenAlex · ORCID · h-index 2 · 14 works · 8 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 20 times in our library · ⭐ Paper Stars ranking: #8576
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputational Theory and Mathematics · 1 workArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workInformation retrieval & search · 1 work
Works by year
2020s
Papers
- GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models (2025 · 26 citations)
The paper targets three weaknesses of Group Relative Policy Optimization (GRPO), the RL method behind R1-like math reasoners. - More Than Efficiency: Embedding Compression Improves Domain Adaptation in Dense Retrieval (2026 · 2 citations)
Dense retrievers trained on broad, general-purpose text often lose accuracy in specialized fields such as biomedicine or finance.
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era: Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era 2026
Cited by
Updated
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