Interpretability

Interactive Visualization for Linguistic Structure EMNLP 2017 Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts NeurIPS 2017 Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks Interspeech 2017 iSurvive: An Interpretable, Event-time Prediction Model for mHealth ICML 2017 Joint Concept Learning and Semantic Parsing from Natural Language Explanations EMNLP 2017 Learning Cost-Effective and Interpretable Treatment Regimes AISTATS 2017 Learning deep structured network for weakly supervised change detection IJCAI 2017 Learning Important Features Through Propagating Activation Differences ICML 2017 Learning to Predict Charges for Criminal Cases with Legal Basis EMNLP 2017 Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness IJCNLP 2017 Linguistically Regularized LSTM for Sentiment Classification ACL 2017 Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds IJCAI 2017 Making the v in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering CVPR 2017 Mining Object Parts From CNNs via Active Question-Answering CVPR 2017 Model Checking Multi-Agent Systems against LDLK Specifications IJCAI 2017 Network Dissection: Quantifying Interpretability of Deep Visual Representations CVPR 2017 Omniscient Debugging for Cognitive Agent Programs IJCAI 2017 On Automating the Doctrine of Double Effect IJCAI 2017 One Key to Sign Them All Considered Vulnerable: Evaluation of DNSSEC in the Internet NSDI 2017 On the Effectiveness of Visible Watermarks CVPR 2017 Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy IJCAI 2017 Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations IJCAI 2017 Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017 QUINT: Interpretable Question Answering over Knowledge Bases EMNLP 2017 Reading Validation for Pronunciation Evaluation in the Digitala Project Interspeech 2017