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Yun-Jian Zhang

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Open access Aug 2026

A study on the reliability of ChatGPT-based English writing assessment: Internal and external perspectives

With the advancement of big data and artificial intelligence, natural language processing (NLP) has been increasingly integrated into educational assessment, facilitating a shift from human to automated scoring in English writing assessment. This study investigates how prompt design, guided by the TELeR taxonomy (Santu...

Boyu Wang, Yun-Jian Zhang · 0 citations
#artificial intelligence Preprint Jun 2026

HyperWorld: Hypergraph-Structured State Serialization Improves Learned Textual World Models

HyperWorld, a controlled study of state serialization for learned textual world models, shows that higher-order state organization is a simple but effective inductive bias for learned symbolic world models, especially when model capacity is limited or test environments differ from training.

Yun-Jian Zhang, Chen-Wei Liang, Tian-Yi Zhang et al. · 0 citations

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