Interpretability

Social Interpretable Tree for Pedestrian Trajectory Prediction AAAI 2022 Social Norms-Grounded Machine Ethics in Complex Narrative Situation COLING 2022 SocioFillmore: A Tool for Discovering Perspectives ACL 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 Sound and Complete Verification of Polynomial Networks NeurIPS 2022 Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference AAAI 2022 Sparse Interventions in Language Models with Differentiable Masking EMNLP 2022 SPE: Symmetrical Prompt Enhancement for Fact Probing EMNLP 2022 “splink” is happy and “phrouth” is scary: Emotion Intensity Analysis for Nonsense Words ACL 2022 Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ACL 2022 Stop Measuring Calibration When Humans Disagree EMNLP 2022 Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation ICML 2022 Structuring Representations Using Group Invariants NeurIPS 2022 Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks NeurIPS 2022 Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT COLING 2022 Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022 Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022 Surrogate Model-Based Explainability Methods for Point Cloud NNs WACV 2022 Survival regression with proper scoring rules and monotonic neural networks AISTATS 2022 SWAG-V: Explanations for Video Using Superpixels Weighted by Average Gradients WACV 2022 Symbolic Learning to Optimize: Towards Interpretability and Scalability ICLR 2022 Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems AAAI 2022 SyMCoM - Syntactic Measure of Code Mixing A Study Of English-Hindi Code-Mixing ACL 2022 Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022 Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ACL 2022