Interpretability

LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL 2023 Looped Transformers as Programmable Computers ICML 2023 LUCID: Exposing Algorithmic Bias through Inverse Design AAAI 2023 MAGI: Multi-Annotated Explanation-Guided Learning ICCV 2023 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023 Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making EMNLP 2023 Making Pre-trained Language Models both Task-solvers and Self-calibrators ACL 2023 MaLP: Manipulation Localization Using a Proactive Scheme CVPR 2023 Manifold Restricted Interventional Shapley Values AISTATS 2023 MaNtLE: Model-agnostic Natural Language Explainer EMNLP 2023 Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models ACL 2023 Mass-Editing Memory in a Transformer ICLR 2023 Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models ACL 2023 MDACE: MIMIC Documents Annotated with Code Evidence ACL 2023 Measuring Consistency in Text-based Financial Forecasting Models ACL 2023 Measuring Faithful and Plausible Visual Grounding in VQA EMNLP 2023 Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023 Measuring Interpretability of Neural Policies of Robots with Disentangled Representation CoRL 2023 Measuring Phonological Precision in Children with Cleft Lip and Palate Interspeech 2023 Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023 Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023 Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023 MGR: Multi-generator Based Rationalization ACL 2023 Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing IJCAI 2023 MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023