Interpretability

Hypergraph Attention Networks for Multimodal Learning CVPR 2020 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 ICface: Interpretable and Controllable Face Reenactment Using GANs WACV 2020 Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NeurIPS 2020 Identifying Spurious Correlations for Robust Text Classification EMNLP 2020 “I’d rather just go to bed”: Understanding Indirect Answers EMNLP 2020 IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? SemEval 2020 Impact of Politically Biased Data on Hate Speech Classification EMNLP 2020 Implementing Theory of Mind on a Robot Using Dynamic Epistemic Logic IJCAI 2020 Incorporating Interpretable Output Constraints in Bayesian Neural Networks NeurIPS 2020 Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition ACL 2020 Inflecting When There’s No Majority: Limitations of Encoder-Decoder Neural Networks as Cognitive Models for German Plurals ACL 2020 Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models ACL 2020 In Search for a SAT-friendly Binarized Neural Network Architecture ICLR 2020 Inserting Information Bottlenecks for Attribution in Transformers EMNLP 2020 Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health IJCAI 2020 Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020 Interpretability and Analysis in Neural NLP ACL 2020 Interpretable and Accurate Fine-grained Recognition via Region Grouping CVPR 2020 Interpretable and Differentially Private Predictions AAAI 2020 Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations NeurIPS 2020 Interpretable Companions for Black-Box Models AISTATS 2020 Interpretable Complex-Valued Neural Networks for Privacy Protection ICLR 2020 Interpretable Deep Gaussian Processes with Moments AISTATS 2020 Interpretable Entity Representations through Large-Scale Typing EMNLP 2020