Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales

3 April 2024

Papers citing "Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales"

4 / 4 papers shown

Title
Explanation Regularisation through the Lens of Attributions Pedro Ferreira Wilker Aziz Ivan Titov 23 1 0 23 Jul 2024
Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff Michael J. Naylor C. French Samantha R. Terker Uday Kamath 25 10 0 12 Jul 2021
Weakly Supervised Multi-task Learning for Concept-based Explainability Catarina Belém Vladimir Balayan Pedro Saleiro P. Bizarro 63 10 0 26 Apr 2021
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 252 620 0 04 Dec 2018