large language model

Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025 Learning to Select In-Context Demonstration Preferred by Large Language Model ACL 2025 Learning to Verify Summary Facts with Fine-Grained LLM Feedback COLING 2025 Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025 Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025 Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data NAACL 2025 LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025 LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ACL 2025 Legal Document Summarization: A Zero-shot Modular Agentic Workflow Approach AACL 2025 LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025 LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Length Representations in Large Language Models EMNLP 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025 Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions EMNLP 2025