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Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences, University of Chinese Academy of Sciences
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Multilingual RAG systems are systematically suppressing "answer-critical" documents in non-English languages, crippling their ability to leverage global knowledge.
By grounding reflection in the visual artifacts of presentation slides, DeepPresenter enables agents to iteratively refine presentations in a way that internal reasoning traces alone cannot.
