Jinzhe Li
Jinzhe Li has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning; often with Biqing Qi, Bowen Zhou, Gang Li.
OpenAlex · ORCID · h-index 42 · 207 works · 6,790 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 29 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #9314
Affiliations
Fields, topics and concepts
📚 Shelves 5The 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 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System (2025 · 40 citations)
Most LLM tools for automated research ideation use a single agent or rely on artificial collaboration setups, such as invented researcher profiles or synthetic co-author networks. - Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains (2026)
RLVR has improved LLM reasoning mainly in math and code, where answers can be checked automatically. Fields such as agriculture, law and medicine lack such checkable data, and answer-only rewards are sparse and tolerate flawed reasoning. The authors propose K2V (Knowledge-to-Verification) to address both gaps. K2V…
All works
- Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyang Su, Renqi Chen, Shixiang Tang, et al.2025 · 40 citations
- JurisCTC: Enhancing Legal Judgment Prediction via Cross-Domain Transfer and Contrastive Learning ↗arXiv:2504.17264 · no summary yetZhaolu Kang et al.2025 · 5 citations
- Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhonghang Yuan, Zhefan Wang, Fang Hu, et al.2026
Co-authors here
- Biqing Qi
- Bowen Zhou
- Gang Li
- Hui Li
- Philip H. S. Torr
- Qi Wu
- Songyang Zhang
- Wanli Ouyang
- Zhefan Wang
- Zhenfei Yin
Venues
Cited by
Updated
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