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Zhe-Yong Xie

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#natural language process... Jan 2026

Benchmarking Machine Translation on Chinese Social Media Texts

CSM-MTBench is introduced, a benchmark covering five Chinese-foreign language directions and consisting of two expert-curated subsets: Fun Posts, featuring context-rich, slang- and neologism-heavy content, and Social Snippets, emphasizing concise, emotion- and style- driven expressions.

Kaiyan Zhao, Zhe-Yong Xie, Zhong-Tao Miao et al. · arXiv.org · 3 citations

#natural language process... Preprint Aug 2026

CNeo-Bench: Diagnosing Large Language Models on Chinese Neologisms

CNeo-Bench, a benchmark of 4,759 Chinese neologisms with reference definitions, is introduced, organized into five top-level categories and nine subcategories by the linguistic mechanism behind each expression, paired with a two-tier evaluation framework that separates whether a model can describe a neologism from whet...

Kai-Yan Zhao, Zhong-Tao Miao, Zhe-Yong Xie et al. · 0 citations