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Simplification of literary and scientific texts to improve reading fluency and comprehension in beginning readers of French
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In: ISSN: 0142-7164 ; EISSN: 1469-1817 ; Applied Psycholinguistics ; https://hal-amu.archives-ouvertes.fr/hal-03549026 ; Applied Psycholinguistics, Cambridge University Press (CUP), 2022, pp.1-28. ⟨10.1017/S014271642100062X⟩ (2022)
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Vikidia En/Fr bilingual dataset for Automatic Readability Assessment ...
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Vikidia En/Fr bilingual dataset for Automatic Readability Assessment ...
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Verhaltenswirkungen von Lesbarkeit und einer Fremdsprache im Management Reporting: Experimentelle Studien
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Using broad linguistic complexity modeling for cross-lingual readability assessment ...
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"Einfache" Wörter für Leseanfänger. Kriterien und Auswahllisten "leseleichter" Wörter
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In: 2021, 43 S. (2021)
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Информация в юридической деятельности: проблемы ее оформления и восприятия ... : Information in Legal Activity: Problems of its Registration and Perception ...
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| 10 |
Cognitively Driven Arabic Text Readability Assessment Using Eye-Tracking
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In: Applied Sciences ; Volume 11 ; Issue 18 (2021)
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Abstract:
Using physiological data helps to identify the cognitive processing in the human brain. One method of obtaining these behavioral signals is by using eye-tracking technology. Previous cognitive psychology literature shows that readable and difficult-to-read texts are associated with certain eye movement patterns, which has recently encouraged researchers to use these patterns for readability assessment tasks. However, although it seems promising, this research direction has not been explored adequately, particularly for Arabic. The Arabic language is defined by its own rules and has its own characteristics and challenges. There is still a clear gap in determining the potential of using eye-tracking measures to improve Arabic text. Motivated by this, we present a pilot study to explore the extent to which eye-tracking measures enhance Arabic text readability. We collected the eye movements of 41 participants while reading Arabic texts to provide real-time processing of the text ; these data were further analyzed and used to build several readability prediction models using different regression algorithms. The findings show an improvement in the readability prediction task, which requires further investigation. To the best of our knowledge, this work is the first study to explore the relationship between Arabic readability and eye movement patterns.
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Keyword:
Arabic language; eye movements; eye-tracking; human processing; machine learning; natural language processing; readability assessment; text difficulty
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URL: https://doi.org/10.3390/app11188607
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Assessing Communicative Effectiveness of Public Health Information in Chinese: Developing Automatic Decision Aids for International Health Professionals
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In: International Journal of Environmental Research and Public Health ; Volume 18 ; Issue 19 (2021)
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TRUNAJOD: A text complexity library to enhance natural language processing ...
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TRUNAJOD: A text complexity library to enhance natural language processing ...
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The Influence of the Gender Asterisk ("Gendersternchen") on Comprehensibility and Interest
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In: Frontiers in psychology 12 (2021) 760062. - 10.3389/fpsyg.2021.76006 -- Front Psychol -- https://www.ncbi.nlm.nih.gov/pmc/journals/1525/ -- https://www.frontiersin.org/journals/psychology -- http://www.bibliothek.uni-regensburg.de/ezeit/?2563826 -- 1664-1078 -- 1664-1078 (2021)
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The impact of textual features on cost of equity capital : the case of UK annual reports
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Inteligibilidade e convencionalidade em textos de divulgação da área médica em português brasileiro ; Readability and conventionality in expository texts in Brazilian Portuguese
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Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome
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An Information Theoretic Analysis of Multimodal Readability
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’n Vergelykende ondersoek na die Afrikaans- en Zulu-vertalings van “South Africa’s Suspended Revolution: Hopes and Prospects” deur Adam Habib
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In: Stellenbosch Papers in Linguistics Plus, Vol 61, Iss 0, Pp 17-32 (2021) (2021)
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Plain Language Study of U.S. Army Human Resources Information
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