Large Language Models

CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition SemEval 2025 COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025 CoinMath: Harnessing the Power of Coding Instruction for Math LLM ACL 2025 CoIR: A Comprehensive Benchmark for Code Information Retrieval Models ACL 2025 CollabLLM: From Passive Responders to Active Collaborators ICML 2025 Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus EMNLP 2025 Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents EMNLP 2025 CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis NAACL 2025 Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs ACL 2025 Collapse or Thrive: Perils and Promises of Synthetic Data in a Self-Generating World ICML 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving ICCV 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 Combating Phone Scams with LLM-based Detection: Where Do We Stand? (Student Abstract) AAAI 2025 Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025 Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games IJCAI 2025 Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs ACL 2025 COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier EMNLP 2025 CoMemo: LVLMs Need Image Context with Image Memory ICML 2025 CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games ACL 2025 ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems CVPR 2025 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025