CLIN-X: Pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain

Motivation: The field of natural language processing (NLP) has recently seen a large change toward using pre-trained language models for solving almost any task. Despite showing great improvements in benchmark datasets for various tasks, these models often perform sub-optimal in non-standard domains...

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Bibliographic Details
Main Authors: Adel, H. (Author), Klakow, D. (Author), Lange, L. (Author), Strötgen, J. (Author)
Format: Article
Language:English
Published: Oxford University Press 2022
Subjects:
Online Access:View Fulltext in Publisher