Interpretability

Do LLMs Give Psychometrically Plausible Responses in Educational Assessments? ACL 2025 Do LLMs ``know'' internally when they follow instructions? ICLR 2025 Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models COLING 2025 Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025 Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs EMNLP 2025 Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex ICLR 2025 Do not Abstain! Identify and Solve the Uncertainty ACL 2025 Don’t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models ACL 2025 Don’t Say No: Jailbreaking LLM by Suppressing Refusal ACL 2025 Don’t Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models EMNLP 2025 Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models ICLR 2025 Doppelgangers and Adversarial Vulnerability CVPR 2025 Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025 Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination ACL 2025 Do Transformer Interpretability Methods Transfer to RNNs? AAAI 2025 Do Video Language Models really understand the video contexts? NAACL 2025 Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? ICLR 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025 Do We Know What LLMs Don’t Know? A Study of Consistency in Knowledge Probing EMNLP 2025 DRES: Fake news detection by dynamic representation and ensemble selection EMNLP 2025 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025 DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases AAAI 2025 Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models ACL 2025 Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025