explainable ai

Towards Self-Interpretable Graph-Level Anomaly Detection NeurIPS 2023 Unfooling Perturbation-Based Post Hoc Explainers AAAI 2023 Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization NeurIPS 2023 Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023 Unsupervised Selective Rationalization with Noise Injection ACL 2023 Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis ACL 2023 VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights EMNLP 2023 Very Fast, Approximate Counterfactual Explanations for Decision Forests AAAI 2023 ViT-CX: Causal Explanation of Vision Transformers IJCAI 2023 What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric ACL 2023 What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation ACL 2023 Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk MLHC 2023 X-Pruner: eXplainable Pruning for Vision Transformers CVPR 2023 XRand: Differentially Private Defense against Explanation-Guided Attacks AAAI 2023 Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style CVPR 2023 Accurate Shapley Values for explaining tree-based models AISTATS 2022 A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection COLING 2022 Actionable Model-Centric Explanations (Student Abstract) AAAI 2022 A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022 AI Explainability 360: Impact and Design AAAI 2022 A Joint Learning Framework for Restaurant Survival Prediction and Explanation EMNLP 2022 Algorithmic Concept-Based Explainable Reasoning AAAI 2022 An Interactive Explanatory AI System for Industrial Quality Control AAAI 2022 Anomaly Explanation IJCAI 2022 A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022