Ilya Valmianski
3 papers · 2023–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
active learning
(1)
iterative refinement
(1)
dialogue system
(1)
neural ranking
(1)
knowledge injection
(1)
medical dialogue
(1)
factual correctness
(1)
rare token
(1)
transformer model
(1)
dialogue segmentation
(1)
symptom checking
(1)
care instruction
(1)
medical language generation
(1)
after-visit care
(1)
medical history-taking
(1)
Papers
Dialogue-Contextualized Re-ranking for Medical History-Taking
MLHC 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue
ACL 2023
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach
MLHC 2023