LATIDIA · Investigación

El WoW: un corpus de conocimiento mundial a gran escala para la capacitación de LLM de ciclo completo

arXiv:2611.13487v1 Anuncio Tipo: nuevo Resumen: Los corpus educativos chinos existentes a menudo sufren de una cobertura fragmentada y una falta de organización sistemática. En este documento, proponemos WoW (\textbf{Wo}rld Kno\textbf{w

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arXiv:2611.13487v1 Announce Type: new Abstract: Existing Chinese educational corpora often suffer from fragmented coverage and a lack of systematic organization. In this paper, we propose WoW (\textbf{Wo}rld Kno\textbf{w}ledge), a large-scale dataset designed for the full-cycle training of foundation models. The construction of this dataset is driven by an Educational Knowledge Graph, which serves as a taxonomic backbone for the systematic collection and completion of missing educational modules across all levels. Compared to previous versions, this iteration provides enhanced systematicity, superior quality, and a larger scale, while incorporating multimodal signals and supporting every stage of model development. Experiments demonstrate that WoW significantly improves model performance across diverse benchmarks. To facilitate community