Qi Ye
Qi Ye has 2 papers in our library, in 2026, most of them on Dialogue systems, Reasoning; often with ChunMing Wang, Guangya Yu, Mingxi Shang.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Fields, topics and concepts
📚 Shelves 11The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workBiochemistry, Genetics and Molecular Biology · 1 workComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workHealth Information Management · 1 workHealth Professions · 1 workLanguage and Linguistics · 1 workMedicine · 1 workMolecular Biology · 1 work
🧭 Topics 2Research subjects and languages the work is about.Dialogue systems · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue (2026)
LLMs used as doctor simulators tend to reason in one of two weak ways. Fixed, expert-written reasoning templates are rigid. Long test-time-scaling chains, as in R1-style models, are wasteful. This paper adapts the idea of reusable "atomic thoughts" (small, composable reasoning units) to medical dialogue. - Travel on the ICD Tree: Benchmarking Agentic Reasoning for ICD Coding from Chinese Electronic Medical Records (2026)
Real-world ICD coding often requires more than matching a diagnosis string to a code. Coders must pull details such as subtype, body site, pathogen and complications out of full clinical records, then pick a leaf-level code under formal coding rules. Existing benchmarks such as MIMIC are in English and…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Updated
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