Author

Zhen-Yu Song

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#artificial intelligence Preprint Sep 2026

LifeFuse-Mem: Lifecycle-Aware State Fusion Against Temporary Overwriting for Long-Term Memory

The study of a lifecycle-labeled memory setting in which write episodes provide lifecycle metadata during training, and phase-aware readout is used during evaluation suggests that explicit lifecycle signals can help diagnose and mitigate overwrite in compact online memory.

Han-Yu Zhao, Yu-Qian Feng, Zhen-Yu Song et al. · 0 citations

#natural language process... Preprint Sep 2026

CMNIE: An Information Extraction Benchmark for Chinese Military News

Structured extraction from Chinese military news supports intelligence analysis, decision-making, and knowledge base construction. However, existing resources provide limited support for joint informa?tion extraction in this domain, especially when events, event arguments, entities, and relations must be modeled togeth...

Yan-Cen Yu, Meng-Na Zhu, Zhen-Yu Song et al. · 0 citations