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

Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025

Learning API Functionality from In-Context Demonstrations for Tool-based Agents EMNLP 2025

GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025

Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025

TableKV: KV Cache Compression for In-Context Table Processing ACL 2025

The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems EMNLP 2025

mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025

Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants ACL 2025

LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025

Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025

Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning EMNLP 2025

Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models EMNLP 2025

Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025

Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets COLING 2025

Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025

Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025

Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study COLING 2025

Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency COLING 2025

MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025

Cross-Lingual Extractive Question Answering with Unanswerable Questions EMNLP 2025

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

Knowledge Editing through Chain-of-Thought EMNLP 2025

TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025

Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025