Large Language Models

ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch EMNLP 2025 Constrain Alignment with Sparse Autoencoders ICML 2025 Constrained Belief Updates Explain Geometric Structures in Transformer Representations ICML 2025 Constraining Sequential Model Editing with Editing Anchor Compression NAACL 2025 Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty IJCAI 2025 Context-Aware Hierarchical Merging for Long Document Summarization ACL 2025 Context is Key: A Benchmark for Forecasting with Essential Textual Information ICML 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs MLHC 2025 Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation Interspeech 2025 Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025 Continual Learning of Large Language Models EMNLP 2025 Continual Pre-Training is (not) What You Need in Domain Adaptation ACML 2025 Continuously Updating Digital Twins using Large Language Models ICML 2025 Contrastive Localized Language-Image Pre-Training ICML 2025 Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion ICML 2025 ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025 ControlAR: Controllable Image Generation with Autoregressive Models ICLR 2025 Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets ACL 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 Controllable Style Arithmetic with Language Models ACL 2025 Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Controlling Equational Reasoning in Large Language Models with Prompt Interventions AAAI 2025 Controlling Language Confusion in Multilingual LLMs ACL 2025