Madhumita Sushil
4 papers · 2018–2021 · 2 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer
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Trend Setter
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The Questioner
Conferences
EMNLP (2)
NAACL (2)
Top co-authors
Keywords
neural network
(2)
natural language inference
(1)
relation extraction
(1)
named entity recognition
(1)
feature importance
(1)
recurrent neural network
(1)
model interpretation
(1)
knowledge retrieval
(1)
evidence retrieval
(1)
decision list
(1)
clinical text
(1)
semantic class
(1)
biomedical language model
(1)
clinical classification
(1)
neural network explanation
(1)
rule induction
(1)
ontological knowledge
(1)
medical domain knowledge
(1)
clinical knowledge base
(1)
explanation rule
(1)
Papers
Are we there yet? Exploring clinical domain knowledge of BERT models
NAACL 2021
Contextual explanation rules for neural clinical classifiers
NAACL 2021
Rule induction for global explanation of trained models
EMNLP 2018
Revisiting neural relation classification in clinical notes with external information
EMNLP 2018