Large Language Models

CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025 CARE: Multilingual Human Preference Learning for Cultural Awareness EMNLP 2025 CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025 CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models ICML 2025 CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025 CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery ACL 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 Causally Motivated Sycophancy Mitigation for Large Language Models ICLR 2025 Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference ICLR 2025 Causal Understanding by LLMs: The Role of Uncertainty EMNLP 2025 CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025 CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy NAACL 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 CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation SemEval 2025 CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections SemEval 2025 CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy ICCV 2025 CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task EMNLP 2025 CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models ICLR 2025 Celestia@DravidianLangTech 2025: Malayalam-BERT and m-BERT based transformer models for Fake News Detection in Dravidian Languages NAACL 2025 CER: Confidence Enhanced Reasoning in LLMs ACL 2025 CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025 CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025