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Automatic segmentation of texts into units of meaning for reading assistance

Abstract : The emergence of the digital book is a major step forward in providing access to reading, and therefore often to the common culture and the labour market. By allowing the enrichment of texts with cognitive crutches, EPub 3 compatible accessibility formats such as FROG have proven their effectiveness in alleviating but also reducing dyslexic disorders. In this paper, we show how Artificial Intelligence and particularly Transfer Learning with Google BERT can automate the division into units of meaning, and thus facilitate the creation of enriched digital books at a moderate cost.
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http://hal.univ-nantes.fr/hal-02402831
Contributor : Solen Quiniou <>
Submitted on : Tuesday, December 10, 2019 - 4:06:50 PM
Last modification on : Wednesday, June 24, 2020 - 4:19:42 PM
Long-term archiving on: : Wednesday, March 11, 2020 - 9:06:50 PM

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Jean-Claude Houbart, Solen Quiniou, Marion Berthaut, Béatrice Daille, Claire Salomé. Automatic segmentation of texts into units of meaning for reading assistance. IJCAI workshop on AI and the United Nations SDGs, Aug 2019, Macao, China. ⟨hal-02402831⟩

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