Eduardo Pontes Reis
Eduardo Pontes Reis has 2 papers in our library, in 2023, most of them on Summarization, Vision & language; often with Anuj Pareek, Jure Leskovec, Michael Moor.
OpenAlex · ORCID · Wikidata · h-index 15 · 43 works · 1,697 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 174 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #2622
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMedicine · 2 worksArtificial Intelligence · 2 worksHealth Informatics · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Summarization · 1 workVision & language · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Text summarization · 1 work
Works by year
2020s
Papers
- Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization (2023 · 931 citations)
Clinicians lose a large share of their working time to documentation, and summarizing records is a major part of it. - Med-Flamingo: a Multimodal Medical Few-shot Learner (2023 · 116 citations)
Medical vision-language models usually need fine-tuning on large labeled downstream sets, but clinical data for many tasks is scarce.
All works
- Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationarXiv:2309.07430 · Nature Medicine, 2024Dave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 931 citations
- Med-Flamingo: a Multimodal Medical Few-shot LearnerarXiv:2307.15189Michael Moor, Qian Huang, Shirley Wu, et al.2023 · 116 citations
- MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetScott L. Fleming et al.2024 · 82 citations
- MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks ↗arXiv (Cornell University) · no summary yetSuhana Bedi et al.2025 · 22 citations
- MIRIAD: Augmenting LLMs with millions of medical query-response pairs ↗arXiv (Cornell University) · no summary yetQinyue Zheng et al.2025 · 2 citations
Co-authors here
Venues
- Proceedings of the AAAI Conference on Artificial Intelligence
Cited by
Updated
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