Interpretability

Interpretable Adversarial Perturbation in Input Embedding Space for Text IJCAI 2018 Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions NAACL 2018 Interpretable Drug Target Prediction Using Deep Neural Representation IJCAI 2018 Interpretable Emoji Prediction via Label-Wise Attention LSTMs EMNLP 2018 Interpretable Latent Spaces for Learning from Demonstration CoRL 2018 Interpretable Neural Architectures for Attributing an Ad’s Performance to its Writing Style EMNLP 2018 Interpretable Rationale Augmented Charge Prediction System COLING 2018 Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents IJCAI 2018 Interpretable Structure Induction via Sparse Attention EMNLP 2018 Interpretation of Implicit Conditions in Database Search Dialogues COLING 2018 Interpretation of Natural Language Rules in Conversational Machine Reading EMNLP 2018 Interpreting Neural Network Hate Speech Classifiers EMNLP 2018 Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections NeurIPS 2018 Interpreting Neural Networks with Nearest Neighbors EMNLP 2018 Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 Interpret Neural Networks by Identifying Critical Data Routing Paths CVPR 2018 Introspection for convolutional automatic speech recognition EMNLP 2018 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018 Iterative Recursive Attention Model for Interpretable Sequence Classification EMNLP 2018 Know Who Your Friends Are: Understanding Social Connections from Unstructured Text NAACL 2018 LaVAN: Localized and Visible Adversarial Noise ICML 2018 Learning and Testing Causal Models with Interventions NeurIPS 2018 Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs EMNLP 2018 Learning Conditioned Graph Structures for Interpretable Visual Question Answering NeurIPS 2018