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arXiv — cs.AI

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

arXiv:2610.36389v1 Announce Type: new Abstract: Evaluating natural language explanations in recommender systems is essential for fostering user trust, transparency, and engagement. However, existing evaluation approaches like human evaluations, while accurate, are…

arXiv — cs.AIBy: Reza Yousefi Maragheh, Jayesh Uddhav Kudase, Aysenur Inan, Ramin Giahi, Kai Zhao, Parth Parikh, Jianpeng Xu, Jason Cho, Evren Korpeoglu, Sushant KumarOctober 28, 2026 (12 hours ago)
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  • arXiv:2610.36389v1 Announce Type: new Abstract: Evaluating natural language explanations in recommender systems is essential for fostering user trust, transparency, and engagement
  • However, existing evaluation approaches like human evaluations, while accurate, are…
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MAREval: A Multi-Agent Framework for Evaluating Natural Language Recommendation Explanations

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