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#artificial intelligence Preprint Oct 2026

CARA: Causally Guided Retrieval Agent for Question Answering

Retrieval-augmented generation over text-rich knowledge graphs requires identifying evidence that contributes to answering a question, rather than merely matching its textual content. Existing agentic retrievers adaptively balance global search and multi-hop exploration but primarily rely on textual similarity to guide...

Wei-Chen Liu, Xiang-Cheng Wu, Depeng Xu et al. · 0 citations

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