Large Language Models

ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) (Student Abstract) AAAI 2025 Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025 Concise and Organized Perception Facilitates Reasoning in Large Language Models NAACL 2025 ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025 ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025 CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering EMNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models EMNLP 2025 Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025 Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025 Confidence Improves Self-Consistency in LLMs ACL 2025 Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ACL 2025 Conflict-Aware Soft Prompting for Retrieval-Augmented Generation EMNLP 2025 Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025 Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression UAI 2025 Conformal Tail Risk Control for Large Language Model Alignment ICML 2025 Conformity in Large Language Models ACL 2025 ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization ICML 2025 ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025 Connecting Concept Layers and Rationales to Enhance Language Model Interpretability EMNLP 2025 Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025 Consensus Is All You Get: The Role of Attention in Transformers ICML 2025 Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025 ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability ACL 2025 ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities ACL 2025