← Learning Types
Deep Learning › Learning Types ›

Interpretability

6 directly classified papers

Papers per year

Papers

LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations EMNLP 2025
Log-linear Guardedness and its Implications ACL 2023
Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks NIPS 2023
Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021
A Diagnostic Study of Explainability Techniques for Text Classification EMNLP 2020
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018