@inproceedings{graichen-jonsson-2023-context,
title = "Context-aware {S}wedish Lexical Simplification",
author = "Graichen, Emil and
Jonsson, Arne",
editor = "{\v{S}}tajner, Sanja and
Saggio, Horacio and
Shardlow, Matthew and
Alva-Manchego, Fernando",
booktitle = "Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability",
month = sep,
year = "2023",
address = "Varna, Bulgaria",
publisher = "INCOMA Ltd., Shoumen, Bulgaria",
url = "https://aclanthology.org/2023.tsar-1.2/",
pages = "11--20",
abstract = {We present results from the development and evaluation of context-aware Lexical simplification (LS) systems for the Swedish language. Three versions of LS models, L{\"a}sBERT, L{\"a}sBERT-baseline, and L{\"a}sGPT, were created and evaluated on a newly constructed Swedish LS evaluation dataset. The LS systems demonstrated promising potential in aiding audiences with reading difficulties by providing context-aware word replacements. While there were areas for improvement, particularly in complex word identification, the systems showed agreement with human annotators on word replacements.}
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%0 Conference Proceedings
%T Context-aware Swedish Lexical Simplification
%A Graichen, Emil
%A Jonsson, Arne
%Y Štajner, Sanja
%Y Saggio, Horacio
%Y Shardlow, Matthew
%Y Alva-Manchego, Fernando
%S Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability
%D 2023
%8 September
%I INCOMA Ltd., Shoumen, Bulgaria
%C Varna, Bulgaria
%F graichen-jonsson-2023-context
%X We present results from the development and evaluation of context-aware Lexical simplification (LS) systems for the Swedish language. Three versions of LS models, LäsBERT, LäsBERT-baseline, and LäsGPT, were created and evaluated on a newly constructed Swedish LS evaluation dataset. The LS systems demonstrated promising potential in aiding audiences with reading difficulties by providing context-aware word replacements. While there were areas for improvement, particularly in complex word identification, the systems showed agreement with human annotators on word replacements.
%U https://aclanthology.org/2023.tsar-1.2/
%P 11-20
Markdown (Informal)
[Context-aware Swedish Lexical Simplification](https://aclanthology.org/2023.tsar-1.2/) (Graichen & Jonsson, TSAR 2023)
ACL
- Emil Graichen and Arne Jonsson. 2023. Context-aware Swedish Lexical Simplification. In Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability, pages 11–20, Varna, Bulgaria. INCOMA Ltd., Shoumen, Bulgaria.