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

Rapid Word Learning Through Meta In-Context Learning EMNLP 2025

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

Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025

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

Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025

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

ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025

Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025

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

Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025

Journalism-Guided Agentic In-context Learning for News Stance Detection EMNLP 2025

Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025

Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025

RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations EMNLP 2025

LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025

Surprise Calibration for Better In-Context Learning EMNLP 2025

Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration EMNLP 2025

Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025

LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025

SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025

Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025

The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025

Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025

CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025

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