Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review
and Replicability StudyAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 |
A Comparative Study of Faithfulness Metrics for Model Interpretability
MethodsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
Leveraging Sparse Linear Layers for Debuggable Deep NetworksInternational Conference on Machine Learning (ICML), 2021 |
Explaining a Series of Models by Propagating Shapley ValuesNature Communications (Nat Commun), 2021 |
A Survey on Neural Network InterpretabilityIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2020 |
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional
Neural NetworkAAAI Conference on Artificial Intelligence (AAAI), 2019 |
ERASER: A Benchmark to Evaluate Rationalized NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 |
Is Attention Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL), 2019 |