We used six classical Arabic poems from [75] as experimental texts. These texts had varying readability levels based on the era in which they were written. Because Arabic has evolved and changed over the centuries, the two used categories of texts differed Durante terms of their structure and word complexity.
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Al Jarrah [18] represents the first attempt to use NNs for Arabic readability assessment by comparing their performances to a number of traditional machine learning approaches. The most recent Arabic readability assessment study is the study of Khallaf and Sharoff [59]. By modeling sentences by using sentence embeddings only, they found that sottile-tuned Arabic-bidirectional encoder representations from transformers (BERT) show the best esibizione Per mezzo di difficulty prediction tasks compared with the other embedding types.
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Orange boxes represent interest areas, the red circles represent the fixations, the numbers above these fixations represent their durations, and the yellow arrows represent the saccades.
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The patronato presented Con this study, including the experimental texts, participants’ details, and collected eye-movement giorno for all tokens, are available on request from the corresponding author. The patronato are not publicly available due to ethical and privacy issues.
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