Interpretability

First Steps towards Building a Medical Lexicon for Spanish with Linguistic and Semantic Information ACL 2019 FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions AAAI 2019 Fooling Network Interpretation in Image Classification ICCV 2019 Fooling Neural Network Interpretations via Adversarial Model Manipulation NeurIPS 2019 From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining EMNLP 2019 Full-Gradient Representation for Neural Network Visualization NeurIPS 2019 Gaining Free or Low-Cost Interpretability with Interpretable Partial Substitute ICML 2019 GANalyze: Toward Visual Definitions of Cognitive Image Properties ICCV 2019 Generalizing Unmasking for Short Texts NAACL 2019 Generating Token-Level Explanations for Natural Language Inference NAACL 2019 Generation of Policy-Level Explanations for Reinforcement Learning AAAI 2019 GEval: Tool for Debugging NLP Datasets and Models ACL 2019 GNNExplainer: Generating Explanations for Graph Neural Networks NeurIPS 2019 Governance by Glass-Box: Implementing Transparent Moral Bounds for AI Behaviour IJCAI 2019 Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks AAAI 2019 Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag EMNLP 2019 Hierarchical interpretations for neural network predictions ICLR 2019 Hierarchically-Refined Label Attention Network for Sequence Labeling EMNLP 2019 Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019 Higher-order Comparisons of Sentence Encoder Representations EMNLP 2019 High-Quality Face Capture Using Anatomical Muscles CVPR 2019 HighRES: Highlight-based Reference-less Evaluation of Summarization ACL 2019 Hilbert-Based Generative Defense for Adversarial Examples ICCV 2019 Homomorphic Sensing ICML 2019 How Important is a Neuron ICLR 2019