Xiaoman Zhang
Xiaoman Zhang has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Multilingual & cross-lingual NLP; often with Chaoyi Wu, Weidi Xie, Weixiong Lin.
OpenAlex · ORCID · h-index 13 · 42 works · 1,161 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 136 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4069
Affiliations
Concepts, shelves and topics
📚 Shelves 7The 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 worksMedicine · 1 workHealth Informatics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Towards Building Multilingual Language Model for Medicine (2024 · 183 citations)
General-purpose multilingual LLMs such as BLOOM and InternLM 2 handle medical questions poorly outside English, mostly because their training data contain little medical text. - PMC-LLaMA: Towards Building Open-source Language Models for Medicine (2023 · 144 citations)
General-purpose LLMs handle everyday dialogue well but often give plausible yet wrong answers in medicine because they lack domain knowledge.
All works
- Towards Building Multilingual Language Model for MedicinearXiv:2402.13963Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, et al.2024 · 183 citations
- PMC-LLaMA: Towards Building Open-source Language Models for MedicinearXiv:2304.14454Chaoyi Wu, Weixiong Lin, Xiaoman Zhang, et al.2023 · 144 citations
- Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis? ↗Proceedings of the 1st Workshop on Linguistic Analysis for Health (HeaLing 2026) · no summary yetGrace Chang Yuan et al.2026 · 1 citation
Co-authors here
- Chaoyi Wu ×2
- Weidi Xie ×2
- Weixiong Lin ×2
- Ya Zhang ×2
- Yanfeng Wang ×2
Venues
- Proceedings of the 1st Workshop on Linguistic Analysis for Health (HeaLing 2026)
Cited by
Updated
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