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ORCIDIlya Valmianski
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2020 – today
- 2023
[c6]Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. ACL (1) 2023: 2373-2390- [c5]Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. MLHC 2023: 772-787 - [c4]Jian Zhu, Ilya Valmianski, Anitha Kannan:
Dialogue-Contextualized Re-ranking for Medical History-Taking. MLHC 2023: 942-958 - [i8]Jian Zhu, Ilya Valmianski
, Anitha Kannan:
Dialogue-Contextualized Re-ranking for Medical History-Taking. CoRR abs/2304.01974 (2023) - [i7]Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. CoRR abs/2306.03652 (2023) - 2022
- [c3]Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan:
OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction. ML4H@NeurIPS 2022: 373-390 - [i6]Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan:
OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction. CoRR abs/2207.05817 (2022) - [i5]Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. CoRR abs/2210.02658 (2022) - 2021
- [c2]Ilya Valmianski, Nave Frost, Navdeep Sood, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Ian M. Finn, Daniel S. Zisook:
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. ML4H@NeurIPS 2021: 75-96 - [c1]Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan:
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. ML4H@NeurIPS 2021: 110-129 - [i4]Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan:
Adding more data does not always help: A study in medical conversation summarization with PEGASUS. CoRR abs/2111.07564 (2021) - [i3]Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan:
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. CoRR abs/2111.09381 (2021) - 2020
- [i2]Ilya Valmianski, Ian M. Finn, Nave Frost, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Daniel S. Zisook:
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. CoRR abs/2010.09905 (2020)
2010 – 2019
- 2019
- [i1]Ilya Valmianski, Caleb Goodwin, Ian M. Finn, Naqi Khan, Daniel S. Zisook:
Evaluating robustness of language models for chief complaint extraction from patient-generated text. CoRR abs/1911.06915 (2019)
Coauthor Index
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