Author

Guangze Chen

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Jul 2026

Setoka: A Benchmark for Hierarchical User Understanding in Personalized Agents over Heterogeneous Data

It is demonstrated that user understanding cannot be handled by simple fact retrieval, motivating the design of memory mechanisms for cross-source integration and abstraction over long-term user behavior.

Ling-Yang Zeng, Guangze Chen, Kaicheng Yu et al. · arXiv.org · 0 citations