Lexical Simplification with Pretrained Encoders

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User evaluation of the effects of a text simplification algorithm using term familiarity on perception, understanding, learning, and information retention

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Learning a lexical simplifier using wikipedia

Colby Horn, Cathryn Manduca, and David Kauchak · 2014

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A survey of automated text simplification

Matthew Shardlow · 2014

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Simplifying lexical simplification: do we need simplified corpora?

Goran Glavaš and Sanja Štajner · 2015

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Lexenstein: A framework for lexical simplification

Gustavo Paetzold and Lucia Specia · 2015

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Unsupervised lexical simplification for non-native speakers

Gustavo H Paetzold and Lucia Specia · 2016

A survey on lexical simplification

Gustavo H Paetzold and Lucia Specia · 2017

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Automatic text simplification

Horacio Saggion · 2017

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Attention is all you need

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Bert: Pre-training of deep bidirectional transformers for language understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018

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A word-complexity lexicon and a neural readability ranking model for lexical simplification

Mounica Maddela and Wei Xu · 2018

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Cross-lingual language model pretraining

Original

Guillaume Lample and Alexis Conneau · 2019