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Ilya Valmianski

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Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue

Jun 06, 2023
Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan

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Dialogue-Contextualized Re-ranking for Medical History-Taking

Apr 04, 2023
Jian Zhu, Ilya Valmianski, Anitha Kannan

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

Oct 07, 2022
Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan

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

Jul 12, 2022
Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan

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Adding more data does not always help: A study in medical conversation summarization with PEGASUS

Nov 28, 2021
Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan

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MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System

Nov 17, 2021
Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan

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SmartTriage: A system for personalized patient data capture, documentation generation, and decision support

Oct 19, 2020
Ilya Valmianski, Ian M. Finn, Nave Frost, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Daniel S. Zisook

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Evaluating robustness of language models for chief complaint extraction from patient-generated text

Nov 15, 2019
Ilya Valmianski, Caleb Goodwin, Ian M. Finn, Naqi Khan, Daniel S. Zisook

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