Madhumita Sushil

4 papers · 2018–2021 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner 📈 Trend Setter

Venues

EMNLP (2) NAACL (2)

Top co-authors

Walter Daelemans (4) Simon Suster (4)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Core AI (2) Core Methods (2) Deep Learning (1) Application Areas (1) Learning Types (1) Resources & Methods (1)

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 Revisiting neural relation classification in clinical notes with external information EMNLP 2018 Rule induction for global explanation of trained models EMNLP 2018