clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues

Kadir Bulut Ozler, Steven Bethard

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Clinical Natural Language Processing has been an increasingly popular research area in the NLP community. With the rise of large language models (LLMs) and their impressive abilities in NLP tasks, it is crucial to pay attention to their clinical applications. Sequence to sequence generative approaches with LLMs have been widely used in recent years. To be a part of the research in clinical NLP with recent advances in the field, we participated in task A of MEDIQA-Chat at ACL-ClinicalNLP Workshop 2023. In this paper, we explain our methods and findings as well as our comments on our results and limitations.

Original languageEnglish (US)
Title of host publication5th Workshop on Clinical Natural Language Processing, ClinicalNLP 2023 - Proceedings of the Workshop
PublisherAssociation for Computational Linguistics (ACL)
Pages144-149
Number of pages6
ISBN (Electronic)9781959429883
StatePublished - 2023
Event5th Workshop on Clinical Natural Language Processing, ClinicalNLP 2023. held at ACL 2023 - Toronto, Canada
Duration: Jul 14 2023 → …

Publication series

NameProceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN (Print)0736-587X

Conference

Conference5th Workshop on Clinical Natural Language Processing, ClinicalNLP 2023. held at ACL 2023
Country/TerritoryCanada
CityToronto
Period7/14/23 → …

ASJC Scopus subject areas

  • Computer Science Applications
  • Linguistics and Language
  • Language and Linguistics

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