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#artificial intelligence Preprint Oct 2026

MAREval: A Multi-Agent Framework for Evaluating Natural Language Recommendation Explanations

Comprehensive evaluations of MAREval establish MAREval as a scalable and reliable solution for human-aligned evaluation of recommendation explanations in real-world systems and improves alignment with human judgments over strong singleand multi-agent baselines.

Reza Yousefi Maragheh, Jayesh Uddhav Kudase, Aysenur Inan et al. · 0 citations

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