James Mullenbach
6 papers · 2018–2021 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
(2)
Conferences
IJCNLP (2)
ACL (1)
EMNLP (1)
MLHC (1)
NAACL (1)
Top co-authors
Keywords
domain adaptation
(2)
extractive summarization
(2)
commonsense reasoning
(2)
word embedding
(2)
clinical text
(2)
adjective projection
(2)
multi-aspect summarization
(2)
knowledge base completion
(1)
convolutional neural network
(1)
electronic health record
(1)
pre-training data selection
(1)
problem-oriented medical record
(1)
concept embedding
(1)
language model pre-training
(1)
discharge note
(1)
clinical nlp
(1)
medical problem
(1)
challenge dataset
(1)
action item extraction
(1)
clinical discharge note
(1)
Papers
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
ACL 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
IJCNLP 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
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects
IJCNLP 2019
Explainable Prediction of Medical Codes from Clinical Text
NAACL 2018