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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

Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
Repetition Neurons: How Do Language Models Produce Repetitions? NAACL 2025
ParaICL: Towards Parallel In-Context Learning NAACL 2025
TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
Language Models “Grok” to Copy NAACL 2025
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation CVPR 2025
Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025
“Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection IJCNLP 2025
Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming NAACL 2025
CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning NAACL 2025
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation NAACL 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection SEMEVAL 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
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025
In-Context Learning (and Unlearning) of Length Biases NAACL 2025
PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment SEMEVAL 2025
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025
One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling NAACL 2025
Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning AACL 2025
GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SEMEVAL 2025
CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models IJCNLP 2025