An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records

13 June 2024

Papers citing "An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records"

6 / 6 papers shown

Title
Explainable ICD Coding via Entity Linking Leonor Barreiros I. Coutinho Gonçalo M. Correia Bruno Martins 55 0 0 26 Mar 2025
Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training Dongfang Li Baotian Hu Qingcai Chen Shan He 21 4 0 29 Dec 2023
Ignorance is Bliss: Robust Control via Information Gating Manan Tomar Riashat Islam Matthew E. Taylor Sergey Levine Philip Bachman 34 9 0 10 Mar 2023
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? Byung-Hak Kim Zhongfen Deng Philip S. Yu Varun Ganapathi ELM 30 6 0 28 Oct 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 104 105 0 22 Sep 2022
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models Goro Kobayashi Tatsuki Kuribayashi Sho Yokoi Kentaro Inui 158 45 0 15 Sep 2021