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

Identifying and Analyzing Performance-Critical Tokens in Large Language Models AAAI 2026

A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025

Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025

Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025

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

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

Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning NAACL 2025

SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025

MIMTrack: In-Context Tracking via Masked Image Modeling AAAI 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

Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025

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

MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025

Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025

Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025

XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025

Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025

Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs NAACL 2025

Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025

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

HW-TSC at Multilingual Counterspeech Generation COLING 2025

Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning NAACL 2025

More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025

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