Papers by Susmitha Wunnava
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events (2020.findings-emnlp)
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| Challenge: | Adverse drug events (ADEs) are a leading cause of death in the United States and cost around $30 $130 billion every year. |
| Approach: | They propose a multi-grained joint deep network to learn ADE entity recognition and ADE sentence classification tasks. |
| Outcome: | The proposed model improves state-of-art F1 score on the MADE 1.0 benchmark of EHR notes. |