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In-Context Learning

Papers

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TitleStatusHype
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context LearningCode0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable StudyCode0
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error CorrectionCode0
Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD PromptsCode0
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist ExaminationCode0
Is In-Context Learning in Large Language Models Bayesian? A Martingale PerspectiveCode0
Investigating the Zone of Proximal Development of Language Models for In-Context LearningCode0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
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