Interpretability

Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning NeurIPS 2024 Identifying Important Group of Pixels using Interactions CVPR 2024 Identifying Linear Relational Concepts in Large Language Models NAACL 2024 Identifying Reasons for Bias: An Argumentation-Based Approach AAAI 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 Identifying Source Language Expressions for Pre-editing in Machine Translation COLING 2024 IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse CVPR 2024 Idiom Complexity in Apple-Pie Order: The Disentanglement of Decomposability and Transparency COLING 2024 ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024 I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token NeurIPS 2024 If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024 ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation COLING 2024 Image-aware Evaluation of Generated Medical Reports NeurIPS 2024 ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms ICLR 2024 Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually AAAI 2024 Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective EMNLP 2024 imapScore: Medical Fact Evaluation Made Easy ACL 2024 Implicit neural obfuscation for privacy preserving medical image sharing MIDL 2024 Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks ICML 2024 Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design EMNLP 2024 Improving Alignment and Robustness with Circuit Breakers NeurIPS 2024 Improving Decision Sparsity NeurIPS 2024 Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024 Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning COLING 2024 Improving Implicit Discourse Relation Recognition with Semantics Confrontation COLING 2024