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in-context learning

1369 papers

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ICL IC

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