Interpretability

Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 Interpreting Language Models with Contrastive Explanations EMNLP 2022 Interpreting the Robustness of Neural NLP Models to Textual Perturbations ACL 2022 Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling PGM 2022 Introspective Learning : A Two-Stage approach for Inference in Neural Networks NeurIPS 2022 Inverse Contextual Bandits: Learning How Behavior Evolves over Time ICML 2022 Investigating the Benefits of Free-Form Rationales EMNLP 2022 Is Attention Explanation? An Introduction to the Debate ACL 2022 Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations NeurIPS 2022 Joint Shapley values: a measure of joint feature importance ICLR 2022 Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022 KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022 Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations ICML 2022 Knowledge Neurons in Pretrained Transformers ACL 2022 Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics EMNLP 2022 KOLD: Korean Offensive Language Dataset EMNLP 2022 Label-Free Explainability for Unsupervised Models ICML 2022 Language Models Understand Us, Poorly EMNLP 2022 Latent Diffusion Energy-Based Model for Interpretable Text Modelling ICML 2022 Latent Space Explanation by Intervention AAAI 2022 Lazy Estimation of Variable Importance for Large Neural Networks ICML 2022 Learning by Interpreting IJCAI 2022 Learning explainable templated graphical models UAI 2022 Learning First-Order Rules with Differentiable Logic Program Semantics IJCAI 2022 Learning Interpretable, High-Performing Policies for Autonomous Driving RSS 2022