explainable ai

Learning to Explain Selectively: A Case Study on Question Answering EMNLP 2022 Logic Rule Guided Attribution with Dynamic Ablation AAAI 2022 “Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations COLING 2022 METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation NAACL 2022 Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022 Mutual Understanding in Human-Machine Teaming AAAI 2022 OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data CVPR 2022 On Black-Box Explanation for Face Verification WACV 2022 On Preferred Abductive Explanations for Decision Trees and Random Forests IJCAI 2022 On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract) IJCAI 2022 On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits IJCAI 2022 OpenXAI: Towards a Transparent Evaluation of Model Explanations NeurIPS 2022 Optimizing Binary Decision Diagrams with MaxSAT for Classification AAAI 2022 OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks CVPR 2022 Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022 Relevance for Robust Bayesian Network MAP-Explanations PGM 2022 RES: An Interpretable Replicability Estimation System for Research Publications AAAI 2022 Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022 Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems AAAI 2022 Task-Agnostic Graph Explanations NeurIPS 2022 Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022 Towards Explainable Action Recognition by Salient Qualitative Spatial Object Relation Chains AAAI 2022 Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four ICML 2022 Transparency, Detection and Imitation in Strategic Classification IJCAI 2022 Visual Similarity Attention IJCAI 2022