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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

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025
Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 2025
How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025
SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems EMNLP 2025
GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025
Knowledge Editing through Chain-of-Thought EMNLP 2025
Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025
Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
Learning API Functionality from In-Context Demonstrations for Tool-based Agents EMNLP 2025
TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025
HW-TSC at Multilingual Counterspeech Generation COLING 2025
Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025
Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025
Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning IJCNLP 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025
SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025
More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025
Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning IJCNLP 2025
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025