Qingyu Chen
Qingyu Chen has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Cheng Peng, Jimin Huang, Lingfei Qian.
OpenAlex · ORCID · Wikidata · h-index 42 · 241 works · 6,735 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 151 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5261
Affiliations
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 worksHealth Informatics · 2 worksLanguage and Linguistics · 2 worksMedicine · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workMolecular Biology · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information (2023 · 223 citations)
Large language models often invent facts when asked about precise database content, such as gene aliases, SNP positions or sequence alignments. Commercial search engines rarely index this kind of knowledge. GeneGPT addresses the problem by letting Codex (code-davinci-002) query the NCBI Web APIs directly. - Me LLaMA: Foundation Large Language Models for Medical Applications (2024 · 33 citations)
General-domain open LLMs such as LLaMA often lack specialized medical knowledge. Commercial systems like ChatGPT and GPT-4 are closed and hard to customize. Earlier open medical models seldom combined continual pre-training with instruction tuning, rarely drew on clinical notes and were evaluated mostly on QA. The…
All works
- Keep up with the latest coronavirus research ↗Nature · no summary yetQingyu Chen, Alexis Allot, Zhiyong Lu2020 · 301 citations
- GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationBioinformaticsQiao Jin, Yifan Yang, Qingyu Chen, et al.2023 · 223 citations
- Me LLaMA: Foundation Large Language Models for Medical ApplicationsarXiv:2402.12749Qianqian Xie, Qingyu Chen, Aokun Chen, et al.2024 · 33 citations
Co-authors here
- Cheng Peng
- Jimin Huang
- Lingfei Qian
- Qianqian Xie
- Qiao Jin
- Xinyu Zhou
- Xueqing Peng
- Yan Hu
- Yifan Yang
- Zhiyong Lu
Venues
- Bioinformatics: Bioinformatics 2023
- Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Nature
Cited by
Updated
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