Large Language Models

CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 CASPER: Inferring Diverse Intents for Assistive Teleoperation with Vision Language Models CoRL 2025 Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025 CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration ICML 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 Causal Inference with Large Language Model: A Survey NAACL 2025 Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025 CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025 CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025 CBQ: Cross-Block Quantization for Large Language Models ICLR 2025 CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025 CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief NAACL 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference ACL 2025 Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios EMNLP 2025 CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025