More Than Words: Towards Better Quality Interpretations of Text Classifiers

23 December 2021

Papers citing "More Than Words: Towards Better Quality Interpretations of Text Classifiers"

4 / 4 papers shown

Title
Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property Yuya Yoshikawa Masanari Kimura Ryotaro Shimizu Yuki Saito FAtt 41 0 0 23 May 2024
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems Gaole He L. Kuiper U. Gadiraju 23 56 0 25 Jan 2023
On the Granularity of Explanations in Model Agnostic NLP Interpretability Yves Rychener X. Renard Djamé Seddah P. Frossard Marcin Detyniecki MILM FAtt 13 3 0 24 Dec 2020
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,696 0 28 Feb 2017