Practical Considerations For the Deployment of Clinical NLP Systems

Although recent advances in scaling large language models (LLMs) have resulted in improvements on many NLP tasks, it remains unclear whether these models trained primarily with general web text are the right tool in highly specialized, safety critical domains such as healthcare. A healthcare system...

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Bibliographic Details
Main Author: Lehman, Eric
Other Authors: Szolovits, Peter
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156307

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