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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 Homepage2Vec: Language-Agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano; West, Robert. - : arXiv, 2022 Abstract: Currently, publicly available models for website classification do not offer an embedding method and have limited support for languages beyond English. We release a dataset of more than two million category-labeled websites in 92 languages collected from Curlie, the largest multilingual human-edited Web directory. The dataset contains 14 website categories aligned across languages. Alongside it, we introduce Homepage2Vec, a machine-learned pre-trained model for classifying and embedding websites based on their homepage in a language-agnostic way. Homepage2Vec, thanks to its feature set (textual content, metadata tags, and visual attributes) and recent progress in natural language representation, is language-independent by design and generates embedding-based representations. We show that Homepage2Vec correctly classifies websites with a macro-averaged F1-score of 0.90, with stable performance across low- as well as high-resource languages. Feature analysis shows that a small subset of efficiently computable ... : Published in Proc. of ICWSM 2022 ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2201.03677 https://arxiv.org/abs/2201.03677 BASE Hide details 2 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 3 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 4 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details 5 Curlie Dataset - Language-agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano. - : figshare, 2022 BASE Show details

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