Natural Language Processing

CoT4Rec: Revealing User Preferences Through Chain of Thought for Recommender Systems AAAI 2025 CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025 CoTFormer: A Chain of Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference ICLR 2025 CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025 CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models EMNLP 2025 CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning ACL 2025 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025 Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models IJCNLP 2025 Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025 Counterfactual Token Generation in Large Language Models CLeaR 2025 Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning ACL 2025 Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models COLING 2025 CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025 COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts CVPR 2025 CourtEval: A Courtroom-Based Multi-Agent Evaluation Framework ACL 2025 CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms EMNLP 2025 CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025 Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications COLING 2025 CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems ACL 2025 COVE: COntext and VEracity prediction for out-of-context images NAACL 2025 Coverage-based Fairness in Multi-document Summarization NAACL 2025 COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025 CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025 CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025 (CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations NAACL 2025