Search Results for author: Christopher Winestock

Found 3 papers, 1 papers with code

Entity Anchored ICD Coding

no code implementations15 Aug 2022 Jay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade

Medical coding is a complex task, requiring assignment of a subset of over 72, 000 ICD codes to a patient's notes.

Learning to Revise References for Faithful Summarization

1 code implementation13 Apr 2022 Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen McKeown, Noémie Elhadad

In real-world scenarios with naturally occurring datasets, reference summaries are noisy and may contain information that cannot be inferred from the source text.

Clinical Knowledge Contrastive Learning +1

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