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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Ying Liu

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Preprint Oct 2026

Behave Like Experts: Fusing Data with Semantic Knowledge for Effective and Efficient Semantic Map Construction

Semantic map models (SMMs) construct a graph that reflects conceptual similarity by comparing cross-lingual form-meaning mappings. Experts build such models not only by obeying the data constraint, i.e., the connectivity hypothesis, which states that conceptual nodes belonging to the same form must be connected, but al...

Zhu Liu, Zhen-Yan Hu, Yuxuan Liu et al. · 0 citations

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