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Fleruppgiftsinl%C3%A4rning-f%C3%B6r-historisk-textnormalisering/

42. Fleruppgiftsinlärning för historisk textnormalisering – Tova Erbén – språkteknologiska anteckningar

Läser ännu en rekommenderad artikel på temat textnormalisering: Few-shot and zero-shot learning for historical text normalization (Bollmann 2019). Den handlar om hur man kan använda fleruppgiftsinlärning (eng. multitask learning) för att förbättra resultaten när man har att göra med små träningsset. Bollmann jämför 63 sådana multi-task-arkitekturer för sekvens-till-sekvens-baserad historisk textnormalisering på datasamlingar från åtta olika språk: engelska, tyska, ungerska, isländska, portugisiska, slovenska, spanska och svenska.

https://datatjej.github.io/Fleruppgiftsinl%C3%A4rning-f%C3%B6r-historisk-textnormalisering/

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