Large Language Models

Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025 Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025 ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ACL 2025 CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching EMNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025 Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models EMNLP 2025 Confidence Calibration in Large Language Model-Based Entity Matching EMNLP 2025 Confidence Improves Self-Consistency in LLMs ACL 2025 Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs EMNLP 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025 ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming EMNLP 2025 Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025 Context and POS in Action: A Comparative Study of Chinese Homonym Disambiguation in Human and Language Models EMNLP 2025 Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025 Controllable Memorization in LLMs via Weight Pruning EMNLP 2025 Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models ACL 2025 CopySpec: Accelerating LLMs with Speculative Copy-and-Paste EMNLP 2025 Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025 Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning EMNLP 2025 Cost-Optimal Grouped-Query Attention for Long-Context Modeling EMNLP 2025 CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025 CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG AAAI 2025