Jinyang Zhang
Jinyang Zhang has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Dayiheng Liu, Junbo Zhao, Junfeng Zhao.
OpenAlex · h-index 0 · 1 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 4 times in our library · ⭐ Paper Stars ranking: #10710
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workMedicine · 1 workGeneral Social Sciences · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs (2026 · 4 citations)
Most medical LLMs answer straight away from the patient's first description. When that description is incomplete, this can produce misdiagnoses. ProMed is a reinforcement learning framework that trains models to ask follow-up questions and collect missing clinical details before giving an answer. Its core is the… - HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs (2026)
Synthetic training data for LLMs has worked well in domains with checkable answers, such as math and code.
Co-authors here
- Dayiheng Liu
- Junbo Zhao
- Junfeng Zhao
- Junyang Lin
- Tianyu Zhao
- Xinke Jiang
- Yasha Wang
- Yawen Zeng
- Yinghao Zhu
- Yue Fang
- Zheng Li
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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