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Text simplification

Feb 23, 2023, 1 min read

#concept

Goals
- Reduce complexity
- Increase readability and comprehension
- Leave original meaning intact
Methods
- Summarisation
- Paraphrasing

Graph View

Backlinks

Highlights @xu2016
2023-03
Alva-Manchego et al (2021) The (un)suitability of automatic evaluation metrics for text simplification
Aumiller et al. (2023) On the State of German (Abstractive) Text Summarization
Martinc et al. (2019) Supervised and unsupervised neural approaches to text readability
Sikka et al. (2020) A Survey on Text Simplification
Xu et al. (2015) Problems in Current Text Simplification Research: New Data Can Help
Xu et al. (2016) Optimizing Statistical Machine Translation for Text Simplification
Zhang & Lapata (2017) Sentence Simplification with Deep Reinforcement Learning
Extractive vs abstractive text simplification
Lexical Simplification
Newsela corpus
PPDB
SARI metric
Target groups for text simplification
Simplification is subjective
Three main types of sentence simplification operations

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