Interpretability

ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent ACL 2023 Explanation Regeneration via Information Bottleneck ACL 2023 Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning AAAI 2023 Exploring Social Sciences Archives with Explainable Document Linkage through Question Generation EACL 2023 Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023 Exposing Attention Glitches with Flip-Flop Language Modeling NeurIPS 2023 Expressive Monotonic Neural Networks ICLR 2023 Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023 Fairness Aware Counterfactuals for Subgroups NeurIPS 2023 Faith and Fate: Limits of Transformers on Compositionality NeurIPS 2023 Faith-Shap: The Faithful Shapley Interaction Index JMLR 2023 FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions EMNLP 2023 FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023 Feasible Recourse Plan via Diverse Interpolation AISTATS 2023 Feature Interactions Reveal Linguistic Structure in Language Models ACL 2023 Feature Learning for Interpretable, Performant Decision Trees NeurIPS 2023 Feature-Level Debiased Natural Language Understanding AAAI 2023 Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection ICML 2023 FELM: Benchmarking Factuality Evaluation of Large Language Models NeurIPS 2023 ferret: a Framework for Benchmarking Explainers on Transformers EACL 2023 Figurative Language Processing: A Linguistically Informed Feature Analysis of the Behavior of Language Models and Humans ACL 2023 FIND: A Function Description Benchmark for Evaluating Interpretability Methods NeurIPS 2023 Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing ACL 2023 Fine-Context Shadow Detection Using Shadow Removal WACV 2023 Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023