Author

Yu-Ji Zhang

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Review Sep 2026

A Benchmark for LLM's Understanding of Middle School and High School Science Topics

Large language models (LLMs) are increasingly integrated into educational settings, yet educators lack robust, standards-aligned tools to evaluate their effectiveness in K-12 science contexts. Existing benchmarks predominantly assess general language or advanced scientific reasoning, leaving a critical gap in understan...

Noah L. Schroeder, Yessy Eka Ambarwati, Yu-Ji Zhang et al. · 0 citations

#natural language process... Preprint Sep 2026

Popular Knowledge Propagates More Errors in LLM Knowledge Updating

The results reveal a pattern distinct from prior findings on long-tail vulnerability during acquisition and retention: among facts that models already answer correctly, those associated with highly connected entities are more likely to be corrupted by neighboring updates, and updates to such facts propagate errors more...

Yu-Ji Zhang, Wei-Bing Wang, Cheng Qian et al. · 0 citations