Guoqiang Chen
Guoqiang Chen has 2 papers in our library, in 2026, most of them on Information retrieval & search; often with Hongjiao Guan, Wenpeng Lu, Ying Lian.
OpenAlex · ORCID · h-index 14 · 119 works · 814 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workHealth Information Management · 1 workHealth Professions · 1 workMolecular Biology · 1 workArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Information retrieval & search · 1 work
Works by year
2020s
Papers
- JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework (2026 · 1 citation)
Most automated ICD coding research targets English data, focuses on diagnoses rather than procedures, and depends on closed-source or resource-heavy LLMs. These choices limit its use in Chinese hospitals, where an aging population is increasing coding workloads. JointCoder addresses these issues with two contributions. - D²-RAG: Dual-Decision Retrieval-Augmented Generation via Multi-Dimensional Uncertainty and Utility-Aware Decoding (2026)
Retrieval-augmented generation (RAG) can reduce hallucinations, but it has two weaknesses. It often retrieves when the model already knows the answer, and it treats every retrieved passage as equally useful, so noisy passages can mislead the model. The authors found that 18 existing uncertainty estimation methods…
Co-authors here
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
Updated
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