Generation

CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025 Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency NAACL 2025 CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025 CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance ICML 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025 COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting SemEval 2025 Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025 CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025 Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory EMNLP 2025 CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025 CollabLLM: From Passive Responders to Active Collaborators ICML 2025 Collaborative Document Simplification Using Multi-Agent Systems COLING 2025 Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues ICCV 2025 Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog EMNLP 2025 CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis NAACL 2025 Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control ACL 2025 Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025 CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025 Combining Extractive and Generative Methods for Legal Summarization: Tayronas Trigrams at JUST-NLP 2025 AACL 2025 CoMIF: Modeling of Complex Multiple Interaction Factors for Conversation Generation COLING 2025 CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025 Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025 Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games IJCNLP 2025 Communication Makes Perfect: Persuasion Dataset Construction via Multi-LLM Communication NAACL 2025