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#in-context-learning News & Analysis

27 articles tagged with #in-context-learning. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

27 articles
AINeutralarXiv – CS AI · Mar 34/103
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In-Context Learning for Pure Exploration

Researchers introduce In-Context Pure Explorer (ICPE), a Transformer-based model that learns to actively collect data and identify correct hypotheses in sequential testing problems without parameter updates. The model demonstrates competitive performance across various benchmarks including multi-armed bandit problems and generalized search tasks.

AINeutralarXiv – CS AI · Mar 34/106
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Optimizing In-Context Demonstrations for LLM-based Automated Grading

Researchers introduce GUIDE, a new framework for improving automated grading of student responses using large language models. The system addresses key limitations in current LLM-based grading by optimizing the selection of training examples and generating better explanations for scoring decisions.

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