Interpretability

WikiTalkEdit: A Dataset for modeling Editors’ behaviors on Wikipedia NAACL 2021 WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans SemEval 2021 WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis EMNLP 2021 Word Competition: An Entropy-Based Approach in the DIANA Model of Human Word Comprehension Interspeech 2021 W-RST: Towards a Weighted RST-style Discourse Framework ACL 2021 xER: An Explainable Model for Entity Resolution using an Efficient Solution for the Clique Partitioning Problem NAACL 2021 XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021 Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization WACV 2020 Abstract Diagrammatic Reasoning with Multiplex Graph Networks ICLR 2020 Abstract Interpretation of Decision Tree Ensemble Classifiers AAAI 2020 A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English COLING 2020 A Cognitively Motivated Approach to Spatial Information Extraction EMNLP 2020 A Constraint-Based Approach to Learning and Explanation AAAI 2020 Action-Guided Attention Mining and Relation Reasoning Network for Human-Object Interaction Detection IJCAI 2020 Adapting Grad-CAM for Embedding Networks WACV 2020 Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training MIDL 2020 A Diagnostic Study of Explainability Techniques for Text Classification EMNLP 2020 A Disentangling Invertible Interpretation Network for Explaining Latent Representations CVPR 2020 Adversarially Robust Representations with Smooth Encoders ICLR 2020 Adversarial Robustness for Code ICML 2020 Adverse Drug Reaction Detection in Twitter Using RoBERTa and Rules COLING 2020 Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules CVPR 2020 A Framework for Measuring Information Asymmetry AAAI 2020 A Human Evaluation of AMR-to-English Generation Systems COLING 2020 AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NeurIPS 2020