Interpretability

A Topology Layer for Machine Learning AISTATS 2020 Attention is Not Only a Weight: Analyzing Transformers with Vector Norms EMNLP 2020 Attentive Adversarial Network for Large-Scale Sleep Staging MLHC 2020 Attribution in Scale and Space CVPR 2020 Attribution Preservation in Network Compression for Reliable Network Interpretation NeurIPS 2020 Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics ACL 2020 Automated Dependence Plots UAI 2020 Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution OSDI 2020 Automatically Neutralizing Subjective Bias in Text AAAI 2020 Automatic Differentiation of Some First-Order Methods in Parametric Optimization AISTATS 2020 Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding IJCAI 2020 Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NeurIPS 2020 Autoregressive Reasoning over Chains of Facts with Transformers COLING 2020 Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class NeurIPS 2020 Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract) IJCAI 2020 BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection ACL 2020 Behaviour Suite for Reinforcement Learning ICLR 2020 Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020 Benchmarking Deep Learning Interpretability in Time Series Predictions NeurIPS 2020 BERT-ATTACK: Adversarial Attack Against BERT Using BERT EMNLP 2020 BERT-based Cohesion Analysis of Japanese Texts COLING 2020 Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation EMNLP 2020 Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses NeurIPS 2020 Bidirectional Dependency-Guided Attention for Relation Extraction ACML 2020 Biological credit assignment through dynamic inversion of feedforward networks NeurIPS 2020