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

Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025

Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025

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

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

PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025

SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025

On the effective transfer of knowledge from English to Hindi Wikipedia COLING 2025

Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu ACL 2025

Enough Coin Flips Can Make LLMs Act Bayesian ACL 2025

“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems COLING 2025

CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025

MIMTrack: In-Context Tracking via Masked Image Modeling AAAI 2025

Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ACL 2025

Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025

Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025

TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025

Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025

Evaluating and Aligning Human Economic Risk Preferences in LLMs EMNLP 2025

Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025

ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025

D.Va: Validate Your Demonstration First Before You Use It ACL 2025

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

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

Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025