activity
20192023
most citedMedical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions

6 citations · 8 across the 7 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CL2022★ 2 cited

Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach

Mengqian Wang, Ilya Valmianski, Xavier Amatriain +1

Medical conversations between patients and medical professionals have implicit functional sections, such as "history taking", "summarization", "education", and "care plan." In this…

cs.CL2022

OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction

Raymond Li, Ilya Valmianski, Li Deng +2

Medical entity span extraction and linking are critical steps for many healthcare NLP tasks. Most existing entity extraction methods either have a fixed vocabulary of medical entit…