Interpretability

Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding WACV 2025 CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ACL 2025 Calibrating Expressions of Certainty ICLR 2025 Calibrating Large Language Models with Sample Consistency AAAI 2025 Calibrating LLM Confidence by Probing Perturbed Representation Stability EMNLP 2025 Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025 Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025 Camera Resection from Known Line Pencils and a Radially Distorted Scanline CVPR 2025 CAMER: Contribution-Aware Multimodal Emotion Recognition Interspeech 2025 CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis NAACL 2025 Can Input Attributions Explain Inductive Reasoning in In-Context Learning? ACL 2025 Can interpretability and accuracy coexist in cancer survival analysis? MLHC 2025 Can Language Neuron Intervention Reduce Non-Target Language Output? EMNLP 2025 Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025 Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves? CVPR 2025 Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? ACL 2025 Can LLMs Explain Themselves Counterfactually? EMNLP 2025 Can LLMs Judge Debates? Evaluating Non-Linear Reasoning via Argumentation Theory Semantics EMNLP 2025 Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025 Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025 Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty? COLING 2025 Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty? EMNLP 2025 Can Role Vectors Affect LLM Behaviour? EMNLP 2025 Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025 Can VLMs Recall Factual Associations From Visual References? EMNLP 2025