Varun Ganapathi
3 papers · 2006–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (16)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(16)
🌱
Topic Pioneer
📈
Trend Setter
🚀
Conference Pioneer
❓
The Questioner
Conferences
EMNLP (1)
MLHC (1)
NIPS (1)
Keywords
attention mechanism
(2)
clinical note
(2)
medical code prediction
(2)
knowledge distillation
(1)
multi-label classification
(1)
l1 regularization
(1)
graphical model
(1)
convolutional neural network
(1)
long short-term memory
(1)
log-linear model
(1)
markov network
(1)
transformer-based model
(1)
attention score
(1)
medical codes prediction
(1)
explainable read attend and code
(1)
approximate inference
(1)
11 regularization
(1)
convex optimization
(1)
structure learning
(1)
Papers
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
EMNLP 2022
Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines
MLHC 2021
Efficient Structure Learning of Markov Networks using $L_1$-Regularization
NIPS 2006