Large Language Models

CoT4Rec: Revealing User Preferences Through Chain of Thought for Recommender Systems AAAI 2025 CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025 CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025 CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025 CoT-Valve: Length-Compressible Chain-of-Thought Tuning ACL 2025 Counterfactual Token Generation in Large Language Models CLeaR 2025 CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025 CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025 COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025 CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models ICML 2025 Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025 Cracking the Code: Enhancing Implicit Hate Speech Detection through Coding Classification NAACL 2025 CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG AAAI 2025 CRANE: Reasoning with constrained LLM generation ICML 2025 Craving Checkpoint: An Interactive Fridge Lock for Mindful Eating NeurIPS 2025 Creative Agents: Empowering Agents with Imagination for Creative Tasks UAI 2025 Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025 CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data COLING 2025 CriticalBrew at CQs-Gen 2025: Collaborative Multi-Agent Generation and Evaluation of Critical Questions for Arguments ACL 2025 Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025 CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025 Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ACL 2025