Yuyuan Liu
Yuyuan Liu has 2 papers in our library, in 2025, most of them on Reasoning, Language models & pretraining, Dialogue systems; often with Jiayuan Zhu, Junde Wu, Fenglin Liu.
OpenAlex · ORCID · h-index 17 · 40 works · 1,320 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #7695
Affiliations
Fields, topics and concepts
📚 Shelves 8The 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 workMedicine · 1 workHealth Informatics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 workDialogue systems · 1 work
Works by year
2020s
Papers
- Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools (2025 · 45 citations)
Reasoning LLMs trained with outcome-based reinforcement learning do well in math and code, where answers are easy to check. - Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning (2025 · 10 citations)
LLMs score at expert level on medical exam benchmarks, but they work poorly as conversational assistants. They often diagnose from the first message without asking follow-up questions. Their reasoning is not tied to trusted clinical sources, and their tone tends to be impersonal. The authors present APP (Ask Patients…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
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