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

Strategies for political-statement segmentation and labelling in unstructured text NAACL 2025

A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025

HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025

MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance ICCV 2025

MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models ICCV 2025

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025

Exploring In-context Example Generation for Machine Translation ACL 2025

Revisiting In-Context Learning with Long Context Language Models ACL 2025

Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 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

GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation ACL 2025

Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data ACL 2025

UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025

Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data ACL 2025

LLM Dependency Parsing with In-Context Rules ACL 2025

Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025

Learning from Disagreement: Entropy-Guided Few-Shot Selection for Toxic Language Detection ACL 2025

RL + Transformer = A General-Purpose Problem Solver ACL 2025

RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025

In-context Learning Demonstration Generation with Text Distillation IJCAI 2025

Mixtures of In-Context Learners ACL 2025

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

Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025

Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025