Interpretability

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025 TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection EMNLP 2025 Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers EMNLP 2025 TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models ICCV 2025 TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? EMNLP 2025 TaeBench: Improving Quality of Toxic Adversarial Examples NAACL 2025 Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs EMNLP 2025 Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack EMNLP 2025 Taming Knowledge Conflicts in Language Models ICML 2025 Targeted Learning for Variable Importance UAI 2025 Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 2025 Task-driven Layerwise Additive Activation Intervention NAACL 2025 TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context IJCNLP 2025 Taxonomy of Comprehensive Safety for Clinical Agents EMNLP 2025 Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior ICCV 2025 Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025 Teeth Reconstruction and Performance Capture Using a Phone Camera ICCV 2025 Tell me about yourself: LLMs are aware of their learned behaviors ICLR 2025 Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025 Temporal Consistency for LLM Reasoning Process Error Identification EMNLP 2025 Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025 Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? EMNLP 2025 TenseLoC: Tense Localization and Control in a Multilingual LLM EMNLP 2025 Tensor Product Neural Networks for Functional ANOVA Model ICML 2025 Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025