Author

Nianjun Zhou

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#artificial intelligence Preprint Sep 2026

SAGE: A Hierarchical Framework for Evaluating Interpretive Literary Quality in Narratives

Assessing the literary quality of narratives requires evaluating interpretive dimensions (cultural representation, emotional depth, and philosophical engagement) that existing NLG metrics cannot measure. We introduce SAGE, a six-layer evaluation framework that separates rule-based assessment of observable textual prope...

Tian-Yu Wang, Nianjun Zhou · 0 citations

#artificial intelligence Book Open access Jun 2025

AssetOpsBench: A Real-World Evaluation Benchmark for AI-Driven Task Automation in Industrial Asset Management

An automated evaluation framework that uses three key metrics to analyze architectural trade-offs between the Agent-As-Tool and Plan-Execute paradigms, along with a systematic procedure for the automated discovery of emerging failure modes is introduced.

Dhaval Patel, Shuxin Lin, James T. Rayfield et al. · Proceedings of the 32nd ACM... · 17 citations · ⚡3