explainable ai

FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019 Generation of Policy-Level Explanations for Reinforcement Learning AAAI 2019 GNNExplainer: Generating Explanations for Graph Neural Networks NeurIPS 2019 Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME AAAI 2019 Intelligent Decision Support for Improving Power Management IJCAI 2019 Logical Explanations for Deep Relational Machines Using Relevance Information JMLR 2019 Meaningful Explanations of Black Box AI Decision Systems AAAI 2019 Modeling Paths for Explainable Knowledge Base Completion ACL 2019 Multimodal Explanations by Predicting Counterfactuality in Videos CVPR 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 Relating the Structure of a Problem and Its Explanation AAAI 2019 Strategic Tasks for Explainable Reinforcement Learning AAAI 2019 Towards Explainable NLP: A Generative Explanation Framework for Text Classification ACL 2019 Twin-Systems to Explain Artificial Neural Networks using Case-Based Reasoning: Comparative Tests of Feature-Weighting Methods in ANN-CBR Twins for XAI IJCAI 2019 Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks IJCAI 2019 A Symbolic Approach to Explaining Bayesian Network Classifiers IJCAI 2018 Explainable Prediction of Medical Codes from Clinical Text NAACL 2018 Formal Verification of Bayesian Network Classifiers PGM 2018 Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant IJCAI 2018 Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018 Sanity Checks for Saliency Maps NeurIPS 2018 Stacking with Auxiliary Features for Visual Question Answering NAACL 2018 Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions EMNLP 2018 The Cluster Description Problem - Complexity Results, Formulations and Approximations NeurIPS 2018 Visualizations for an Explainable Planning Agent IJCAI 2018