in-context learning

From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning EMNLP 2025 From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025 From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation ICLR 2025 From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning NAACL 2025 From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set ICML 2025 FSTs vs ICL: Generalisation in LLMs for an under-resourced language EMNLP 2025 G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025 GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025 Generalizable Object Re-Identification via Visual In-Context Prompting ICCV 2025 Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025 Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner AAAI 2025 Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass ICLR 2025 GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025 GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning ACL 2025 GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025 GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SemEval 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025 GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025 HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation AAAI 2025 HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025 Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning MIDL 2025 Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SemEval 2025 How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025 How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025 How Well Can Transformers Emulate In-Context Newton’s Method? AISTATS 2025