Interpretability

Self-Detoxifying Language Models via Toxification Reversal EMNLP 2023 Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023 Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023 Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge EMNLP 2023 Semantic Accuracy in Natural Language Generation: A Thesis Proposal ACL 2023 Semantic HELM: A Human-Readable Memory for Reinforcement Learning NeurIPS 2023 Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023 Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation ICLR 2023 SemEval-2023 Task 10: Explainable Detection of Online Sexism SemEval 2023 SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations ACL 2023 Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 Sequential Integrated Gradients: a simple but effective method for explaining language models ACL 2023 SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction NeurIPS 2023 Shapley Based Residual Decomposition for Instance Analysis ICML 2023 Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023 Sketch Recognition via Part-based Hierarchical Analogical Learning IJCAI 2023 SketchXAI: A First Look at Explainability for Human Sketches CVPR 2023 SmoothHess: ReLU Network Feature Interactions via Stein's Lemma NeurIPS 2023 Social Commonsense for Explanation and Cultural Bias Discovery EACL 2023 Softened Symbol Grounding for Neuro-symbolic Systems ICLR 2023 Sparse Activations for Interpretable Disease Grading MIDL 2023 Spatial-Temporal Concept Based Explanation of 3D ConvNets CVPR 2023 Specifying and Testing k-Safety Properties for Machine-Learning Models IJCAI 2023 Spectral Bayesian Uncertainty for Image Super-Resolution CVPR 2023 SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries CVPR 2023