Interpretability

Do Androids Question Electric Sheep? A Multi-Agent Cognitive Simulation of Philosophical Reflection on Hybrid Table Reasoning ACL 2025 Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation EMNLP 2025 DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models ICLR 2025 DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 DocVXQA: Context-Aware Visual Explanations for Document Question Answering ICML 2025 Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks ACL 2025 Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking? ACL 2025 Does Data Scaling Lead to Visual Compositional Generalization? ICML 2025 Does learning the right latent variables necessarily improve in-context learning? ICML 2025 Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025 Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning EMNLP 2025 Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ACL 2025 Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? EMNLP 2025 Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces AAAI 2025 Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models ICLR 2025 Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025 Do Language Models Have Semantics? On the Five Standard Positions ACL 2025 Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025 Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ACL 2025 Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025 Do Large Language Models Mirror Cognitive Language Processing? COLING 2025 Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic EMNLP 2025 Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025