Interpretability

Constituency Lattice Encoding for Aspect Term Extraction COLING 2020 Constrained Fact Verification for FEVER EMNLP 2020 Context in Informational Bias Detection COLING 2020 Contextual Explanation Networks JMLR 2020 Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020 Contextual Modulation for Relation-Level Metaphor Identification EMNLP 2020 Controlling generative models with continuous factors of variations ICLR 2020 Controlling the Imprint of Passivization and Negation in Contextualized Representations EMNLP 2020 Convex Geometry of Two-Layer ReLU Networks: Implicit Autoencoding and Interpretable Models AISTATS 2020 ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020 Cooling-Shrinking Attack: Blinding the Tracker With Imperceptible Noises CVPR 2020 Corpus Wide Argument Mining—A Working Solution AAAI 2020 CoSaTa: A Constraint Satisfaction Solver and Interpreted Language for Semi-Structured Tables of Sentences EMNLP 2020 Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP 2020 Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020 DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization IJCAI 2020 Deductive Module Extraction for Expressive Description Logics IJCAI 2020 DeepCoDA: personalized interpretability for compositional health data ICML 2020 Deep Direct Likelihood Knockoffs NeurIPS 2020 Deepstrip: High-Resolution Boundary Refinement CVPR 2020 Defending Against Universal Attacks Through Selective Feature Regeneration CVPR 2020 Defining Explanation in an AI Context EMNLP 2020 Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions ICLR 2020 Detecting Extrapolation with Local Ensembles ICLR 2020 Detecting Face2Face Facial Reenactment in Videos WACV 2020