🧑‍🔬 Yifan Peng

🏛️ Affiliations

🎓Weill Cornell MedicineNew York · United States2020–2026 · 203 papersEmployment since 2020current🎓Cornell UniversityIthaca · United States2021–2026 · 32 paperscurrent🔬National Center for Biotechnology InformationBethesda · United States2013–2025 · 42 papers🏛️National Institutes of HealthBethesda · United States2016–2025 · 42 papersEmployment 2016–2020🎓University of DelawareNewark · United States2010–2016 · 12 papersEducation 2010–2016🔬United States National Library of MedicineBethesda · United States2018–2025 · 5 papers🎓Thomas Jefferson UniversityPhiladelphia · United States2024–2025 · 3 papers🎓The University of Texas at AustinAustin · United States2023–2024 · 3 papers🏥Weill Cornell Medical CenterNew York · United States2023–2026 · 2 papers🎓University of ZurichZurich · Switzerland2013–2014 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 13 more institutions on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets (2019 · 1,082 citations)
   Biomedical language representation models such as BioBERT or clinical BERT were hard to compare, because each study reported results on its own choice of datasets or on differently sized versions of the same ones.
2. NegBio: a high-performance tool for negation and uncertainty detection in radiology reports (2017 · 153 citations)
   Radiology reports often mention findings only to rule them out ("no pneumothorax") or to hedge about them ("suspicious pneumothorax").

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsYifan Peng, Shankai Yan, Zhiyong LuBioNLP Shared Task Workshop · 1,082 citations
2. NegBio: a high-performance tool for negation and uncertainty detection in radiology reportsYifan Peng, Xiaosong Wang, Le Lu, et al.arXiv:1712.05898 · 153 citations
3. Budget-Aware Routing for Long Clinical Text (original ↗)Khizar Qureshi, Geoffrey Martin, Yifan Peng2026 · Findings of the Association for Computational… · no summary yet
4. Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization (original ↗)Gongbo Zhang, Yifan Peng, Chunhua Weng2026 · Proceedings of the 64th Annual Meeting of the… · no summary yet

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Zhiyong Lu ×2

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• BioNLP Shared Task Workshop: 2019
• Findings of the Association for Computational Linguistics…
• Proceedings of the 64th Annual Meeting of the Association…

🔗 Cited by

Papers of our library cite their works 245 times (of the 141,840 papers whose bibliographies we read); 14 citing papers with a page here →.

Updated 24 October 2026

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