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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

LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025
Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025
Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025
The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025
Rapid Word Learning Through Meta In-Context Learning EMNLP 2025
No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025
Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025
ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025
Team ISM at CLPsych 2025: Capturing Mental Health Dynamics from Social Media Timelines using A Pretrained Large Language Model with In-Context Learning NAACL 2025
LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025
Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025
Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025
PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025
Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025
DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning IJCNLP 2025