Interpretability

Enhancing Interpretability Using Human Similarity Judgements to Prune Word Embeddings EMNLP 2023 Enhancing textual counterfactual explanation intelligibility through Counterfactual Feature Importance ACL 2023 Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023 Environmental Claim Detection ACL 2023 EPIC: Multi-Perspective Annotation of a Corpus of Irony ACL 2023 Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023 Error Discovery By Clustering Influence Embeddings NeurIPS 2023 ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract) AAAI 2023 Establishing Trustworthiness: Rethinking Tasks and Model Evaluation EMNLP 2023 Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression ACL 2023 Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023 EVAL: Explainable Video Anomaly Localization CVPR 2023 Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023 Evaluating GPT-3 Generated Explanations for Hateful Content Moderation IJCAI 2023 Evaluating Neural Language Models as Cognitive Models of Language Acquisition EMNLP 2023 Evaluating Open-QA Evaluation NeurIPS 2023 Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis NeurIPS 2023 Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis MIDL 2023 Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension EMNLP 2023 Evaluating the Robustness of Discrete Prompts EACL 2023 Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance NeurIPS 2023 Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks ICCV 2023 Even If Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI IJCAI 2023 Evidential Conditional Neural Processes AAAI 2023 Examining the Causal Impact of First Names on Language Models: The Case of Social Commonsense Reasoning ACL 2023