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

Repetition Neurons: How Do Language Models Produce Repetitions? NAACL 2025

Language Models “Grok” to Copy NAACL 2025

AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025

Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation AACL 2025

Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs AACL 2025

Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning AACL 2025

Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? AACL 2025

Exploring the Performance of Large Language Models on Subjective Span Identification Tasks AACL 2025

In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation NAACL 2025

Data Poisoning for In-context Learning NAACL 2025

UIMP-Aaman at SemEval-2025 Task11: Detecting Intensity and Emotion in Social Media and News SEMEVAL 2025

Leveraging Vision Language Models for Specialized Agricultural Tasks WACV 2025

LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text COLING 2025

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

Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information WACV 2025

AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025

Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages NAACL 2025

PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment SEMEVAL 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

LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025

Exploring Backward Reasoning in Large Language Models NAACL 2025

When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025

Reinforced In-Context Black-Box Optimization IJCAI 2025