Yifei Shen
Yifei Shen has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Question answering, Reasoning; often with Yilun Zhao, Arman Cohan, Justice Ou.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #9137
Affiliations
Fields, topics and concepts
📚 Shelves 13The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 workSociology and Political Science · 1 workBiochemistry, Genetics and Molecular Biology · 1 workHealth Informatics · 1 workHealth Information Management · 1 workHealth Professions · 1 workMedicine · 1 workMolecular Biology · 1 work
🧭 Topics 7Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 workInformation retrieval & search · 1 workQuestion answering · 1 workCode & programming languages · 1 workReasoning · 1 workSemantic parsing & meaning representation · 1 work
Works by year
2020s
Papers
- SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification (2025 · 11 citations)
SciVer is a benchmark that tests whether multimodal foundation models can judge if a scientific claim is entailed or refuted by the paper it comes from. - Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA (2026 · 4 citations)
LLMs used for clinical question answering often hallucinate. Standard RAG mostly supplies generic medical facts, such as a drug's usual dose, which ignore the combination of conditions a real patient has. The authors argue that models, like experienced clinicians, benefit from looking at comparable past cases. They… - Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL (2026 · 4 citations)
Clinicians often ask for more than one patient's record. They want to compare groups of similar patients under clinical constraints such as diagnosis codes, time windows and lab ranges. Earlier EHR text-to-SQL datasets like MIMICSQL and EHRSQL mostly target single patients or simple statistics. The authors built…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026, ACL 2025
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Cited by
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