Large Language Models

CourtEval: A Courtroom-Based Multi-Agent Evaluation Framework ACL 2025 CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms EMNLP 2025 CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems ACL 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 CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025 CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search NAACL 2025 CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations COLING 2025 CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 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 Craw4LLM: Efficient Web Crawling for LLM Pretraining ACL 2025 CREAM: Consistency Regularized Self-Rewarding Language Models ICLR 2025 CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models ACL 2025 Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability ICML 2025 CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025 Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025 CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025 Crossing Language Boundaries: Evaluation of Large Language Models on Urdu-English Question Answering COLING 2025 Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ACL 2025 Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons ACL 2025 Cross-Lingual Knowledge Augmentation for Mitigating Generic Overgeneralization in Multilingual Language Models EMNLP 2025 Cross-Lingual Optimization for Language Transfer in Large Language Models ACL 2025