Large Language Models

CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases NAACL 2025 Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models CVPR 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering EMNLP 2025 CogAtom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models EMNLP 2025 CogLM: Tracking Cognitive Development of Large Language Models NAACL 2025 Cognitive Biases, Task Complexity, and Result Interpretability in Large Language Models COLING 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025 Collab: Controlled Decoding using Mixture of Agents for LLM Alignment ICLR 2025 Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus EMNLP 2025 Collaborative Co-Design Practices for Supporting Synthetic Data Generation in Large Language Models: A Pilot Study EMNLP 2025 Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models ICLR 2025 Collapsed Language Models Promote Fairness ICLR 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models EMNLP 2025 Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025 Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games IJCAI 2025 Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025 Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs ACL 2025 CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025 Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering EMNLP 2025 Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025 Communication Accommodation Between Large Language Models and Users Across Cultures (Student Abstract) AAAI 2025 Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models ACL 2025