English Text Readability Measurement Based on Convolutional Neural Network: A Hybrid Network Model
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/6984586
Abstract: Text readability is very important in meeting people's information needs. With the explosive growth of modern information, the measurement demand of text readability is increasing. In view of the text structure of words, sentences, and… read more here.
Keywords: network; readability; model; text readability ... See more keywords
Supervised and Unsupervised Neural Approaches to Text Readability
Sign Up to like & getrecommendations! Published in 2019 at "Computational Linguistics"
DOI: 10.1162/coli_a_00398
Abstract: We present a set of novel neural supervised and unsupervised approaches for determining the readability of documents. In the unsupervised setting, we leverage neural language models, whereas in the supervised setting, three different neural classification… read more here.
Keywords: approaches text; text readability; readability; neural approaches ... See more keywords