Author

Meng-Na Zhu

2 papers indexed here

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Conference Aug 2026

A Dynamic Evaluation Framework for LLM Instruction Following: Multi-dimensional Verification and Iterative Feedback

Accurately evaluating the instruction-following ability of Large Language Models (LLMs) is crucial for their practical deployment. Existing evaluation methods mainly rely on static assessment of single-pass generations, making it difficult to comprehensively measure instruction-following performance or models’ capabili...

Ya-Chao Fu, Qu-Fei Zhang, Meng-Na Zhu et al. · 2026 12th International Conf... · 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