Interpretability

Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning IJCAI 2017 ConStance: Modeling Annotation Contexts to Improve Stance Classification EMNLP 2017 Coordination Boundary Identification with Similarity and Replaceability IJCNLP 2017 Coupling Distributed and Symbolic Execution for Natural Language Queries ICML 2017 Deeper Attention to Abusive User Content Moderation EMNLP 2017 Disambiguate or not? — The Role of Prosody in Unambiguous and Potentially Ambiguous Anaphora Production in Strictly Mandarin Parallel Structures Interspeech 2017 DLATK: Differential Language Analysis ToolKit EMNLP 2017 Dynamic Multi-View Hashing for Online Image Retrieval IJCAI 2017 Epistemic-entrenchment Characterization of Parikh’s Axiom IJCAI 2017 Erasing Pattern Languages Distinguishable by a Finite Number of Strings ALT 2017 Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks IJCNLP 2017 Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017 From Bayesian Sparsity to Gated Recurrent Nets NeurIPS 2017 From Red Wine to Red Tomato: Composition With Context CVPR 2017 Fuzzy Logic Model for Digital Forensics: A Trade-off between Accuracy, Complexity and Interpretability IJCAI 2017 Gate Activation Signal Analysis for Gated Recurrent Neural Networks and its Correlation with Phoneme Boundaries Interspeech 2017 GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques EMNLP 2017 Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017 Hitachi at SemEval-2017 Task 12: System for temporal information extraction from clinical notes SemEval 2017 Human-Centric Justification of Machine Learning Predictions IJCAI 2017 Identity Deception Detection IJCNLP 2017 Induction of Interpretable Possibilistic Logic Theories from Relational Data IJCAI 2017 InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NeurIPS 2017 Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML 2017 Interactive Visualization and Manipulation of Attention-based Neural Machine Translation EMNLP 2017