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Arabic Word-level Readability Visualization for Assisted Text Simplification

Reem Hazim, Hind Saddiki, Bashar Alhafni, Muhamed Al Khalil , Nizar Habash

Research output : Chapter in Book/Report/Conference proceeding Conference contribution

Abstract

This demo paper presents a Google Docs add-on for automatic Arabic word-level readability visualization. The add-on includes a lemmatization component that is connected to a five-level readability lexicon and Arabic WordNet-based substitution suggestions. The add-on can be used for assessing the reading difficulty of a text and identifying difficult words as part of the task of manual text simplification. We make our add-on and its code publicly available.

Original language English (US)
Title of host publication EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session
Editors Wanxiang Che, Ekaterina Shutova
Publisher Association for Computational Linguistics (ACL)
Pages 242-249
Number of pages 8
ISBN (Electronic) 9781959429418
State Published - 2022
Event 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 - Abu Dhabi, United Arab Emirates
Duration: Dec 7 2022 Dec 11 2022

Publication series

Name EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session

Conference

Conference 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
Country/Territory United Arab Emirates
City Abu Dhabi
Period 12/7/22 12/11/22
Hazim, R., Saddiki, H., Alhafni, B. , Al Khalil, M. , & Habash, N. (2022). Arabic Word-level Readability Visualization for Assisted Text Simplification . In W. Che, & E. Shutova (Eds.), EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session (pp. 242-249). (EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session). Association for Computational Linguistics (ACL).
Arabic Word-level Readability Visualization for Assisted Text Simplification. / Hazim, Reem; Saddiki, Hind; Alhafni, Bashar et al.
EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session. ed. / Wanxiang Che; Ekaterina Shutova. Association for Computational Linguistics (ACL), 2022. p. 242-249 (EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session).

Research output : Chapter in Book/Report/Conference proceeding Conference contribution

Hazim, R, Saddiki, H, Alhafni, B , Al Khalil, M & Habash, N 2022, Arabic Word-level Readability Visualization for Assisted Text Simplification . in W Che & E Shutova (eds), EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session. EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session, Association for Computational Linguistics (ACL), pp. 242-249, 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, 12/7/22 .
Hazim R, Saddiki H, Alhafni B , Al Khalil M , Habash N . Arabic Word-level Readability Visualization for Assisted Text Simplification . In Che W, Shutova E, editors, EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session. Association for Computational Linguistics (ACL). 2022. p. 242-249. (EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session).
Hazim, Reem ; Saddiki, Hind ; Alhafni, Bashar et al. / Arabic Word-level Readability Visualization for Assisted Text Simplification . EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session. editor / Wanxiang Che ; Ekaterina Shutova. Association for Computational Linguistics (ACL), 2022. pp. 242-249 (EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session).

TY - GEN

T1 - Arabic Word-level Readability Visualization for Assisted Text Simplification

AU - Hazim, Reem

AU - Saddiki, Hind

AU - Alhafni, Bashar

AU - Al Khalil, Muhamed

AU - Habash, Nizar

N1 - Funding Information: This project is funded by a New York University Abu Dhabi Research Enhancement Fund grant. We thank Zhengyang Jiang, Go Inoue, and Ossama Obeid for helpful discussions. © 2022 Association for Computational Linguistics.

PY - 2022

Y1 - 2022

N2 - This demo paper presents a Google Docs add-on for automatic Arabic word-level readability visualization. The add-on includes a lemmatization component that is connected to a five-level readability lexicon and Arabic WordNet-based substitution suggestions. The add-on can be used for assessing the reading difficulty of a text and identifying difficult words as part of the task of manual text simplification. We make our add-on and its code publicly available.

AB - This demo paper presents a Google Docs add-on for automatic Arabic word-level readability visualization. The add-on includes a lemmatization component that is connected to a five-level readability lexicon and Arabic WordNet-based substitution suggestions. The add-on can be used for assessing the reading difficulty of a text and identifying difficult words as part of the task of manual text simplification. We make our add-on and its code publicly available.

UR - http://www.scopus.com/inward/record.url?scp=85149665638&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85149665638&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85149665638

T3 - EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session

SP - 242

EP - 249

BT - EMNLP 2022 - 2022 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Demonstrations Session

A2 - Che, Wanxiang

A2 - Shutova, Ekaterina

PB - Association for Computational Linguistics (ACL)

T2 - 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022

Y2 - 7 December 2022 through 11 December 2022

ER -

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