Ilya Valmianski

According to our database, Ilya Valmianski authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Dialogue-Contextualized Re-ranking for Medical History-Taking.

Jian Zhu, Ilya Valmianski, Anitha Kannan

Proceedings of the Machine Learning for Healthcare Conference, 2023

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

Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan

Proceedings of the Machine Learning for Healthcare Conference, 2023

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

Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

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

Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan

CoRR, 2022

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

Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan

Proceedings of the Machine Learning for Health, 2022

2021

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

Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan

CoRR, 2021

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

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

Proceedings of the Machine Learning for Health, 2021

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

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

Proceedings of the Machine Learning for Health, 2021

2020

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

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

CoRR, 2020

2019

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

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

CoRR, 2019