large language model

Contemporary LLMs struggle with extracting formal legal arguments EMNLP 2025 Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025 Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Context-Aware Membership Inference Attacks against Pre-trained Large Language Models EMNLP 2025 Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025 Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts EMNLP 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 Contextualizing biological perturbation experiments through language ICLR 2025 Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025 Continual Learning in Large Language Models: Foundations to Frontiers IJCNLP 2025 Continual Learning of Large Language Models EMNLP 2025 Continual Learning Using Only Large Language Model Prompting COLING 2025 Continual Pre-Training is (not) What You Need in Domain Adaptation ACML 2025 Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models? ACL 2025 Continuously Updating Digital Twins using Large Language Models ICML 2025 ContractEval: Benchmarking LLMs for Clause-Level Legal Risk Identification in Commercial Contracts EMNLP 2025 CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation COLING 2025 Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer IJCAI 2025 Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling EMNLP 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025 ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025 Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets ACL 2025