Zenan Zhou
Zenan Zhou has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning, Vision & language; often with Fan Yang, Linzhuang Sun, Tianpeng Li.
OpenAlex · ORCID · h-index 3 · 23 works · 244 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 589 times in our library · ⭐ Paper Stars ranking: #7604
Affiliations
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 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning (2025 · 99 citations)
Multi-hop questions force an LLM to look up information several times and decide at each step what to query next. - MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification (2025 · 19 citations)
The paper targets two gaps in multimodal math reasoning. There is no strong verifier for checking answers from multimodal LLMs, and there is little long chain-of-thought (CoT) training data with images. The authors build two 7B models. MM-Verifier is an outcome reward model that judges whether a solution to an…
Co-authors here
- Fan Yang ×2
- Linzhuang Sun ×2
- Tianpeng Li ×2
- Bihui Yu
- Chenzheng Zhu
- Hao Liang
- Haofen Wang
- Haoze Sun
- Huajun Chen
- Jeff Z. Pan
- Jingxuan Wei
- Mingyang Chen
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2025
Cited by
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