Large Language Models

Communicating Activations Between Language Model Agents ICML 2025 CommVQ: Commutative Vector Quantization for KV Cache Compression ICML 2025 Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract) AAAI 2025 Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025 Comparing human and LLM politeness strategies in free production EMNLP 2025 Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features ACL 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations ACL 2025 ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ACL 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering EMNLP 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025 Compression Barriers in Autoregressive Transformers COLT 2025 Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead ICML 2025 Computational Analysis of Conversation Dynamics through Participant Responsivity EMNLP 2025 Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025 Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models ICLR 2025 Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification (extended abstract) COLT 2025 Computation Mechanism Behind LLM Position Generalization ACL 2025 Compute Optimal Scaling of Skills: Knowledge vs Reasoning ACL 2025 Compute or Load KV Cache? Why Not Both? ICML 2025 Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025 Concept Bottleneck Large Language Models ICLR 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025