Interpretability

Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures ICLR 2019 Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation ICCV 2019 Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging UAI 2019 Scalable graph-based method for individual named entity identification EMNLP 2019 Scene-level Pose Estimation for Multiple Instances of Densely Packed Objects CoRL 2019 SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019 Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning EMNLP 2019 SemBleu: A Robust Metric for AMR Parsing Evaluation ACL 2019 Sensitivity Analysis of Deep Neural Networks AAAI 2019 Shielded Base Contraction (Extended Abstract) IJCAI 2019 signSGD via Zeroth-Order Oracle ICLR 2019 Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches NAACL 2019 Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results Interspeech 2019 Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NeurIPS 2019 Sobolev Independence Criterion NeurIPS 2019 Something’s Brewing! Early Prediction of Controversy-causing Posts from Discussion Features NAACL 2019 Speech Based Emotion Prediction: Can a Linear Model Work? Interspeech 2019 Speech Organ Contour Extraction Using Real-Time MRI and Machine Learning Method Interspeech 2019 Split or Merge: Which is Better for Unsupervised RST Parsing? EMNLP 2019 Statistical Guarantees for the Robustness of Bayesian Neural Networks IJCAI 2019 Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible? SemEval 2019 Strategic Tasks for Explainable Reinforcement Learning AAAI 2019 Strong Equivalence for Epistemic Logic Programs Made Easy AAAI 2019 Studying Summarization Evaluation Metrics in the Appropriate Scoring Range ACL 2019 Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages NAACL 2019