Large Language Models

ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025 ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025 CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025 CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models IJCNLP 2025 CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain COLING 2025 ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025 ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs EMNLP 2025 CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models COLING 2025 CMT-Eval: A Novel Chinese Multi-turn Dialogue Evaluation Dataset Addressing Real-world Conversational Challenges EMNLP 2025 CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels ACL 2025 CoAM: Corpus of All-Type Multiword Expressions ACL 2025 Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025 CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025 CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025 CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction ICML 2025 Code Like Humans: A Multi-Agent Solution for Medical Coding EMNLP 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models IJCAI 2025 CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025 CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models ACL 2025 CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale ICML 2025 CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ACL 2025