On Operations in Automatic Text Simplification
(2023) Text Simplification, Accessibility and Readability — Location: Varna, Bulgaria (7.September.2023)
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- Authors
Cardon, Rémi 
- Abstract
- This paper explores the literature of automatic text simplification (ATS) centered on the notion of operations. Operations are the processes of applying certain modifications to a given text in order to transform it. In ATS, the intent of the transformation is to simplify the text. This paper overviews and structures the domain by showing how operations are defined and how they are exploited. We extensively discuss the most recent works on this notion and perform preliminary experiments to automatize operations recognition with large language models (LLMs). Through our overview of the literature and the preliminary experiment with LLMs, this paper provides insights on the topic that can help lead to new directions in ATS research.
- Affiliations
Citations
Cardon, R., & Adrien Bibal. (2023). On Operations in Automatic Text Simplification. In Sanja Stajner, Horacio Saggion, Matthew Shardlow, Fernando Alva-Manchego (ed.), Proceedings of the Second Text Simplification, Accessibility and Readability Workshop. https://hdl.handle.net/2078.5/229829