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nlp:text_simplification

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nlp:text_simplification [2021/03/04 05:54] – created jmflanignlp:text_simplification [2023/06/15 07:36] (current) – external edit 127.0.0.1
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 ===== Overviews ===== ===== Overviews =====
 +See also [[http://nlpprogress.com/english/simplification.html|NLP Progress - Simplification]].
   * [[https://www.mitpressjournals.org/doi/pdf/10.1162/coli_a_00370|Alva-Manchego et al 2019 - Data-Driven Sentence Simplification: Survey and Benchmark]]   * [[https://www.mitpressjournals.org/doi/pdf/10.1162/coli_a_00370|Alva-Manchego et al 2019 - Data-Driven Sentence Simplification: Survey and Benchmark]]
  
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   * [[https://arxiv.org/pdf/1908.04567.pdf|Alva-Manchego et al 2019 - EASSE: Easier automatic sentence simplification evaluation]] Collects a few text simplification datasets in one place   * [[https://arxiv.org/pdf/1908.04567.pdf|Alva-Manchego et al 2019 - EASSE: Easier automatic sentence simplification evaluation]] Collects a few text simplification datasets in one place
   * [[https://arxiv.org/pdf/2003.07008.pdf|Shardlow et al 2020 - CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale Data]]   * [[https://arxiv.org/pdf/2003.07008.pdf|Shardlow et al 2020 - CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale Data]]
 +  * Medical domain: [[https://www.aclweb.org/anthology/2021.naacl-main.395.pdf|Devaraj et al 2021 - Paragraph-level Simplification of Medical Texts]] Dataset size: 3,500 training, 400 dev, 400 test. Also investigates evaluation metrics.
 +
 +===== Software and Demos =====
 +  * [[https://www.tldrpapers.com/]] Rewrites abstracts to a second grade level
 +
 +===== Related Pages =====
 +  * [[Controlled Language]]
 +  * [[Summarization]]
  
nlp/text_simplification.1614837286.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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