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Author

Xiaohong Li

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Conference Open access Sep 2026

VaryBalance: Detecting LLM-Generated Text Through Variation

The core of VaryBalance is that, compared to LLM-generated texts, there is a greater difference between human texts and their rewritten version via LLMs, and quantifies this through Mean Squared Deviation and distinguishes human texts and LLM-generated texts.

Xue-Cong Li, Xiao-Hong Li, Qiang Hu et al. · 0 citations
Aug 2026

Balancing Richness and Reliability: An Explore-Construct-Verify Framework for API Knowledge Graph Construction

This work proposes Explore-Construct-Verify (ECV), a three-stage framework for API KG construction using large language models (LLMs), which preserves LLMs’ ability to discover domain-specific knowledge while enabling efficient post-hoc validation.

Yan-Bang Sun, Qing Huang, Zhen-Chang Xing et al. · 0 citations

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