Sheang, Kim Cheng2022-10-172022-10-172019Sheang KC. Context-aware automatic text simplification. In: Lloret E, Saquete E, Martínez-Barco P, Sepílveda-Torres R, (eds.). Proceedings of the Doctoral Symposium of the XXXV International Conference of the Spanish Society for Natural Language Processing (SEPLN 2019); 2019 Sep 25; Bilbao, Espanya. Bilbao: SEPLN;2019. p. 56-62.http://hdl.handle.net/10230/54418Comunicació presentada a: XXXV International Conference of the Spanish Society for Natural Language Processing (SEPLN 2019), celebrat el 25 de setembre de 2019, a Bilbao, EspanyaText simplification is the process of transforming complex text into simple text while retaining its original meaning. Simplified text is easy to read and understand by different groups of people, especially children, non-native speakers, and people with mental disabilities (autism, aphasia, dyslexia). The biggest challenge in Text Simplification is to get the text as simple as possible while preserving the same meaning. In this paper, we are proposing a new research on Text Simplification, which follows human behaviour by taking into account the context from surrounding sentences.application/pdfeng© 2019 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0)info:eu-repo/semantics/conferenceObjectText SimplificationComplex Word IdentificationNatural Language Processinginfo:eu-repo/semantics/openAccess