Ilya Valmianski

14 papers Journal 8Unranked 6

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Dialogue-Contextualized Re-ranking for Medical History-Taking. MLHC Jian Zhu, Ilya Valmianski, Anitha Kannan
2023	J	`jnl`	Dialogue-Contextualized Re-ranking for Medical History-Taking. CoRR Jian Zhu, Ilya Valmianski, Anitha Kannan
2023	—	`conf`	Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. ACL (1) Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan
2023	J	`jnl`	Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. CoRR Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan
2023	—	`conf`	Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. MLHC Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan
2022	J	`jnl`	Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. CoRR Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan
2022	—	`conf`	OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction. ML4H@NeurIPS Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan
2022	J	`jnl`	OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction. CoRR Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan
2021	J	`jnl`	Adding more data does not always help: A study in medical conversation summarization with PEGASUS. CoRR Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan
2021	—	`conf`	MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. ML4H@NeurIPS Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan
2021	J	`jnl`	MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. CoRR Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan
2021	—	`conf`	SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. ML4H@NeurIPS Ilya Valmianski, Nave Frost, Navdeep Sood, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Ian M. Finn, Daniel S. Zisook
2020	J	`jnl`	SmartTriage: A system for personalized patient data capture, documentation generation, and decision support. CoRR Ilya Valmianski, Ian M. Finn, Nave Frost, Yang Wang, Baodong Liu, James J. Zhu, Sunil Karumuri, Daniel S. Zisook
2019	J	`jnl`	Evaluating robustness of language models for chief complaint extraction from patient-generated text. CoRR Ilya Valmianski, Caleb Goodwin, Ian M. Finn, Naqi Khan, Daniel S. Zisook