conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment AAAI 2019
Explaining Neural Networks Semantically and Quantitatively ICCV 2019
Fair and Explainable Dynamic Engagement of Crowd Workers IJCAI 2019
Modeling Paths for Explainable Knowledge Base Completion ACL 2019
FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019
Generation of Policy-Level Explanations for Reinforcement Learning AAAI 2019
Explainable, Normative, and Justified Agency AAAI 2019
Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks IJCAI 2019
GNNExplainer: Generating Explanations for Graph Neural Networks NIPS 2019
Towards Explainable NLP: A Generative Explanation Framework for Text Classification ACL 2019
Intelligent Decision Support for Improving Power Management IJCAI 2019
Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals AAAI 2019
Strategic Tasks for Explainable Reinforcement Learning AAAI 2019
Relating the Structure of a Problem and Its Explanation AAAI 2019
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME AAAI 2019
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018
Stacking with Auxiliary Features for Visual Question Answering NAACL 2018
Formal Verification of Bayesian Network Classifiers PGM 2018
The Cluster Description Problem - Complexity Results, Formulations and Approximations NIPS 2018
Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant IJCAI 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers IJCAI 2018
Explainable Prediction of Medical Codes from Clinical Text NAACL 2018
Visualizations for an Explainable Planning Agent IJCAI 2018
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions EMNLP 2018
Sanity Checks for Saliency Maps NIPS 2018