James Mullenbach
4 papers · 2018–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
domain adaptation
(1)
attention mechanism
(1)
extractive summarization
(1)
multi-label classification
(1)
explainable ai
(1)
medical nlp
(1)
knowledge base completion
(1)
convolutional neural network
(1)
electronic health record
(1)
commonsense reasoning
(1)
word embedding
(1)
concept embedding
(1)
clinical text
(1)
language model pretraining
(1)
clinical nlp
(1)
medical problem
(1)
action item extraction
(1)
clinical discharge note
(1)
multi-aspect extraction
(1)
medical code prediction
(1)
Papers
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
ACL 2021
Knowledge Base Completion for Constructing Problem-Oriented Medical Records
MLHC 2020
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects
EMNLP 2019
Explainable Prediction of Medical Codes from Clinical Text
NAACL 2018