Interpretability

Toward Explainable Fashion Recommendation WACV 2020 Towards a Better Understanding of Label Smoothing in Neural Machine Translation AACL 2020 Towards Accurate Scene Text Recognition With Semantic Reasoning Networks CVPR 2020 Towards Emotion-aided Multi-modal Dialogue Act Classification ACL 2020 Towards Explainable Conversational Recommendation IJCAI 2020 Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL 2020 Towards Global Explanations of Convolutional Neural Networks With Concept Attribution CVPR 2020 Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models ICLR 2020 Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020 Towards Interpretable Natural Language Understanding with Explanations as Latent Variables NeurIPS 2020 Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020 Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders — Step 1: CNN Model-Based Phone Classification Interspeech 2020 Towards neural networks that provably know when they don't know ICLR 2020 Towards Transparent and Explainable Attention Models ACL 2020 Towards Trustable Explainable AI IJCAI 2020 Towards Verified Robustness under Text Deletion Interventions ICLR 2020 Towards Visually Explaining Variational Autoencoders CVPR 2020 Training with Adversaries to Improve Faithfulness of Attention in Neural Machine Translation AACL 2020 Transferable Perturbations of Deep Feature Distributions ICLR 2020 Transformers as Soft Reasoners over Language IJCAI 2020 Translation Quality Estimation by Jointly Learning to Score and Rank EMNLP 2020 Transparency Promotion with Model-Agnostic Linear Competitors ICML 2020 Transparent Classification with Multilayer Logical Perceptrons and Random Binarization AAAI 2020 Transparent Intent for Explainable Shared Control in Assistive Robotics IJCAI 2020 #Turki$hTweets: A Benchmark Dataset for Turkish Text Correction EMNLP 2020