Interpretability

Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL 2023 Mind the Gap between the Application Track and the Real World ACL 2023 MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023 Misleading Relation Classifiers by Substituting Words in Texts ACL 2023 MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types ACL 2023 Mitigating Bias: Enhancing Image Classification by Improving Model Explanations ACML 2023 Model-Checking for Ability-Based Logics with Constrained Plans AAAI 2023 ModelGiF: Gradient Fields for Model Functional Distance ICCV 2023 Modeling Appropriate Language in Argumentation ACL 2023 Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement EMNLP 2023 Model Interpretability and Rationale Extraction by Input Mask Optimization ACL 2023 Modularized Zero-shot VQA with Pre-trained Models ACL 2023 Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap AAAI 2023 MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope ICCV 2023 MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging MIDL 2023 Multilingual Multifaceted Understanding of Online News in Terms of Genre, Framing, and Persuasion Techniques ACL 2023 Multilingual Summarization with Factual Consistency Evaluation ACL 2023 MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks NeurIPS 2023 Multi-Source Probing for Open-Domain Conversational Understanding EMNLP 2023 MultiViz: Towards Visualizing and Understanding Multimodal Models ICLR 2023 Muted: Multilingual Targeted Offensive Speech Identification and Visualization EMNLP 2023 NA^2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023 NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic ACL 2023 Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models EMNLP 2023 nclu_team at SemEval-2023 Task 6: Attention-based Approaches for Large Court Judgement Prediction with Explanation SemEval 2023