in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025

In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning ACL 2025

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025

Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain EMNLP 2025

COMET-poly: Machine Translation Metric Grounded in Other Candidates EMNLP 2025

MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025

SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025

How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025

Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 2025

Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models AAAI 2025

RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025

SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025

Structured Document Generation for Industrial Equipment AAAI 2025

ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract) AAAI 2025

Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract) AAAI 2025

In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025

Generalizable Object Re-Identification via Visual In-Context Prompting ICCV 2025

Teaching VLMs to Localize Specific Objects from In-context Examples ICCV 2025

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025

Dual-Process Image Generation ICCV 2025

LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025

OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025

OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition ACL 2025

RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation COLING 2025