Large Language Models

CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ACL 2025 Calibrated Language Models and How to Find Them with Label Smoothing ICML 2025 Calibrating LLM Confidence by Probing Perturbed Representation Stability EMNLP 2025 Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025 Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles ICCV 2025 Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025 Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025 CALM: Curiosity-Driven Auditing for Large Language Models AAAI 2025 CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers IJCNLP 2025 Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression ICML 2025 Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025 Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025 Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective ICLR 2025 Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025 Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025 Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification NAACL 2025 Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025 Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025 Can Language Models Replace Programmers for Coding? REPOCOD Says ‘Not Yet’ ACL 2025 Can Large Language Models Address Open-Target Stance Detection? ACL 2025 Can Large Language Models be Effective Online Opinion Miners? EMNLP 2025