Ilya Valmianski

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 14

Top Topics

Language Generation

Acute Coronary Syndrome

Entity Retrieval

Top Venues

Publications

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)
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 (2023)
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)
Jian Zhu, Ilya Valmianski, Anitha Kannan
Dialogue-Contextualized Re-ranking for Medical History-Taking. CoRR (2023)
Jian Zhu, Ilya Valmianski, Anitha Kannan
Dialogue-Contextualized Re-ranking for Medical History-Taking. MLHC (2023)
Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan
OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction. CoRR (2022)
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)
Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. CoRR (2022)
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)
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)
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 (2021)
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 (2021)
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 (2020)
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 (2019)