National NLP Clinical Challenges

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tnaumann 

authored 9 papers over 1 year ago

Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Paper • 2308.02180 • Published Aug 4, 2023 • 9

Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events

Paper • 2307.06439 • Published Jul 12, 2023 • 9

Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing

Paper • 2112.07869 • Published Dec 15, 2021

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Paper • 2306.00890 • Published Jun 1, 2023 • 10

Knowledge-Rich Self-Supervision for Biomedical Entity Linking

Paper • 2112.07887 • Published Dec 15, 2021

Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing

Paper • 2204.09817 • Published Apr 21, 2022 • 2

Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing

Paper • 2303.00915 • Published Mar 2, 2023 • 6

What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization

Paper • 2305.07615 • Published May 12, 2023 • 1

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

Paper • 2007.15779 • Published Jul 31, 2020 • 1