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nlp:text_simplification [2021/06/10 00:37] 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+  * 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 ===== ===== Related Pages =====
 +  * [[Controlled Language]]
   * [[Summarization]]   * [[Summarization]]
  
nlp/text_simplification.1623285440.txt.gz · Last modified: 2023/06/15 07:36 (external edit)

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