Interpretability

Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded Predictions MLHC 2019 End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ACL 2019 Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering NAACL 2019 Evaluating Recurrent Neural Network Explanations ACL 2019 Evaluating the Interpretability of the Knowledge Compilation Map: Communicating Logical Statements Effectively IJCAI 2019 Excessive Invariance Causes Adversarial Vulnerability ICLR 2019 Explainability Methods for Graph Convolutional Neural Networks CVPR 2019 Explainable and Explicit Visual Reasoning Over Scene Graphs CVPR 2019 Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019 Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach IJCAI 2019 Explainable, Normative, and Justified Agency AAAI 2019 Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation ICML 2019 Explaining Image Classifiers by Counterfactual Generation ICLR 2019 Explaining Neural Networks Semantically and Quantitatively ICCV 2019 Explaining Reinforcement Learning to Mere Mortals: An Empirical Study IJCAI 2019 Explanations can be manipulated and geometry is to blame NeurIPS 2019 Explicit Bias Discovery in Visual Question Answering Models CVPR 2019 Exploring Computational User Models for Agent Policy Summarization IJCAI 2019 Exploring interpretable LSTM neural networks over multi-variable data ICML 2019 Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment AAAI 2019 Extraction of Message Sequence Charts from Software Use-Case Descriptions NAACL 2019 Fairwashing: the risk of rationalization ICML 2019 Faithful Multimodal Explanation for Visual Question Answering ACL 2019 Fine-Grained Propaganda Detection with Fine-Tuned BERT EMNLP 2019 Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels EMNLP 2019