COTA 2.0 : an automatic corrector of Tunisian Arabic social media texts

المؤلفون المشاركون

Makki, Asma
Zribi, Inès
al-Lawzi, Maryam
Balghayth, Lamya Hadrich

المصدر

Jordanian Journal of Computetrs and Information Technology

العدد

المجلد 8، العدد 4 (31 ديسمبر/كانون الأول 2022)، ص ص. 370-387، 18ص.

الناشر

جامعة الأميرة سمية للتكنولوجيا

تاريخ النشر

2022-12-31

دولة النشر

الأردن

عدد الصفحات

18

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

In written text, orthographic noise is a common concern for NLP, especially when operating social-network comments and raw documents.

This is mainly due to its orthographic conventions and morphological ambiguity.

We propose to automatically normalize the social-media dialect corpora by following CODA-TA, the conventional Orthography for TA.

The existing system developed for TA «COTA Orthography 1.0» is not able to handle all forms of TA.

Therefore, we propose to extend its rules and lexicons to address the peculiarities of social media dialect.

In certain words, the COTA Orthography 1.0 system provides the user with several correction possibilities.

Therefore, in the new version, we incorporated a trigram language model to automatically select the right correction.

Our results show that the system can reduce transcription errors by 95.72%.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Makki, Asma& Zribi, Inès& al-Lawzi, Maryam& Balghayth, Lamya Hadrich. 2022. COTA 2.0 : an automatic corrector of Tunisian Arabic social media texts. Jordanian Journal of Computetrs and Information Technology،Vol. 8, no. 4, pp.370-387.
https://search.emarefa.net/detail/BIM-1435988

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Makki, Asma…[et al.]. COTA 2.0 : an automatic corrector of Tunisian Arabic social media texts. Jordanian Journal of Computetrs and Information Technology Vol. 8, no. 4 (Dec. 2022), pp.370-387.
https://search.emarefa.net/detail/BIM-1435988

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Makki, Asma& Zribi, Inès& al-Lawzi, Maryam& Balghayth, Lamya Hadrich. COTA 2.0 : an automatic corrector of Tunisian Arabic social media texts. Jordanian Journal of Computetrs and Information Technology. 2022. Vol. 8, no. 4, pp.370-387.
https://search.emarefa.net/detail/BIM-1435988

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 385-387

رقم السجل

BIM-1435988