in-context learning

Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025 Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs ACL 2025 Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text COLING 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 Simplified Rewriting Improves Expert Summarization IJCNLP 2025 SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025 Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning NAACL 2025 SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025 Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL COLING 2025 Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models ICLR 2025 SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment ACL 2025 Spoken Language Understanding on Unseen Tasks With In-Context Learning Interspeech 2025 Stable Diffusion Models are Secretly Good at Visual In-Context Learning ICCV 2025 STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025 STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing ACL 2025 Strategies for political-statement segmentation and labelling in unstructured text NAACL 2025 Strategy Coopetition Explains the Emergence and Transience of In-Context Learning ICML 2025 Structured Document Generation for Industrial Equipment AAAI 2025 “Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems COLING 2025 Superiority of Multi-Head Attention: A Theoretical Study in Shallow Transformers in In-Context Linear Regression AISTATS 2025 Surprise Calibration for Better In-Context Learning EMNLP 2025