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Selective Retrieval-Augmented Translation

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04:00

2026-10-15

machinebrief.com

machine-learning

Retrieve What Helps, Only When It Helps: Agentic Reinforcement Learning for Selective Retrieval-Augmented Machine Translation

Researchers introduced Selective Retrieval-Augmented Translation (SRAT), an agentic reinforcement learning framework that learns when to translate directly and when to retrieve external evidence, acco…

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SRAT 1 arXiv 1 Plackett-Luce optimization 1

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machine learning 1 natural language processing 1 large language models 1 ai research 1 ai agents 1