in-context learning

Learning In-context n-grams with Transformers: Sub-n-grams Are Near-Stationary Points ICML 2025 Learning Task Representations from In-Context Learning ACL 2025 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 vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ACL 2025 Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025 Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025 Leveraging In-Context Learning for Political Bias Testing of LLMs ACL 2025 Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs ACL 2025 Leveraging Vision Language Models for Specialized Agricultural Tasks WACV 2025 LICO: Large Language Models for In-Context Molecular Optimization ICLR 2025 Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025 LLM4RE: A Data-centric Feasibility Study for Relation Extraction COLING 2025 LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025 LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025 LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment EMNLP 2025