explainable artificial intelligence

Does Explainable Artificial Intelligence Improve Human Decision-Making? AAAI 2021 ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021 Explainable Deep One-Class Classification ICLR 2021 Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation EMNLP 2021 Explaining Errors in Machine Translation with Absolute Gradient Ensembles EMNLP 2021 Exploiting Explanations for Model Inversion Attacks ICCV 2021 How Well do Feature Visualizations Support Causal Understanding of CNN Activations? NeurIPS 2021 Local explanations via necessity and sufficiency: unifying theory and practice UAI 2021 On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning AAAI 2021 Relevance-CAM: Your Model Already Knows Where To Look CVPR 2021 Responsible Prediction Making of COVID-19 Mortality (Student Abstract) AAAI 2021 SCOUTER: Slot Attention-Based Classifier for Explainable Image Recognition ICCV 2021 “Something Something Hota Hai!” An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data EMNLP 2021 The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits AAAI 2021 Towards an Explainer-agnostic Conversational XAI IJCAI 2021 Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021 What Makes a Scientific Paper be Accepted for Publication? EMNLP 2021 A Survey of the State of Explainable AI for Natural Language Processing AACL 2020 Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models NeurIPS 2020 CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines AAAI 2020 Explainable Automated Fact-Checking: A Survey COLING 2020 Explainable Reinforcement Learning through a Causal Lens AAAI 2020 Feature Importance Ranking for Deep Learning NeurIPS 2020 GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media ACL 2020 Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research EMNLP 2020