Proceedings of the Sixth Arabic Natural Language Processing Workshop

Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor 2021-04 Association for Computational Linguistics Kyiv, Ukraine (Virtual) text conference publication wanlp-2021-arabic https://aclanthology.org/2021.wanlp-1.0/ QADI: Arabic Dialect Identification in the Wild Ahmed Abdelali author Hamdy Mubarak author Younes Samih author Sabit Hassan author Kareem Darwish author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abdelali-etal-2021-qadi https://aclanthology.org/2021.wanlp-1.1/ 2021-04 1 10 DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings Muhammad Abdul-Mageed author Shady Elbassuoni author Jad Doughman author AbdelRahim Elmadany author El Moatez Billah Nagoudi author Yorgo Zoughby author Ahmad Shaher author Iskander Gaba author Ahmed Helal author Mohammed El-Razzaz author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abdul-mageed-etal-2021-dialex https://aclanthology.org/2021.wanlp-1.2/ 2021-04 11 20 Benchmarking Transformer-based Language Models for Arabic Sentiment and Sarcasm Detection Ibrahim Abu Farha author Walid Magdy author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abu-farha-magdy-2021-benchmarking https://aclanthology.org/2021.wanlp-1.3/ 2021-04 21 31 What does BERT Learn from Arabic Machine Reading Comprehension Datasets? Eman Albilali author Nora Altwairesh author Manar Hosny author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication albilali-etal-2021-bert https://aclanthology.org/2021.wanlp-1.4/ 2021-04 32 41 Kawarith: an Arabic Twitter Corpus for Crisis Events Alaa Alharbi author Mark Lee author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication alharbi-lee-2021-kawarith https://aclanthology.org/2021.wanlp-1.5/ 2021-04 42 52 Arabic Compact Language Modelling for Resource Limited Devices Zaid Alyafeai author Irfan Ahmad author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication alyafeai-ahmad-2021-arabic https://aclanthology.org/2021.wanlp-1.6/ 2021-04 53 59 Arabic Emoji Sentiment Lexicon (Arab-ESL): A Comparison between Arabic and European Emoji Sentiment Lexicons Shatha Ali A Hakami author Robert Hendley author Phillip Smith author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication hakami-etal-2021-arabic https://aclanthology.org/2021.wanlp-1.7/ 2021-04 60 71 ArCOV19-Rumors: Arabic COVID-19 Twitter Dataset for Misinformation Detection Fatima Haouari author Maram Hasanain author Reem Suwaileh author Tamer Elsayed author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication haouari-etal-2021-arcov19 https://aclanthology.org/2021.wanlp-1.8/ 2021-04 72 81 ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation Networks Fatima Haouari author Maram Hasanain author Reem Suwaileh author Tamer Elsayed author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication haouari-etal-2021-arcov https://aclanthology.org/2021.wanlp-1.9/ 2021-04 82 91 The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models Go Inoue author Bashar Alhafni author Nurpeiis Baimukan author Houda Bouamor author Nizar Habash author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication inoue-etal-2021-interplay https://aclanthology.org/2021.wanlp-1.10/ 2021-04 92 104 Automatic Difficulty Classification of Arabic Sentences Nouran Khallaf author Serge Sharoff author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication khallaf-sharoff-2021-automatic https://aclanthology.org/2021.wanlp-1.11/ 2021-04 105 114 Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts Muhammad Majadly author Tomer Sagi author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication majadly-sagi-2021-dynamic https://aclanthology.org/2021.wanlp-1.12/ 2021-04 115 125 Arabic Offensive Language on Twitter: Analysis and Experiments Hamdy Mubarak author Ammar Rashed author Kareem Darwish author Younes Samih author Ahmed Abdelali author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication mubarak-etal-2021-arabic https://aclanthology.org/2021.wanlp-1.13/ 2021-04 126 135 Adult Content Detection on Arabic Twitter: Analysis and Experiments Hamdy Mubarak author Sabit Hassan author Ahmed Abdelali author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication mubarak-etal-2021-adult https://aclanthology.org/2021.wanlp-1.14/ 2021-04 136 144 UL2C: Mapping User Locations to Countries on Arabic Twitter Hamdy Mubarak author Sabit Hassan author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication mubarak-hassan-2021-ul2c https://aclanthology.org/2021.wanlp-1.15/ 2021-04 145 153 Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language Hala Mulki author Bilal Ghanem author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication mulki-ghanem-2021-mi https://aclanthology.org/2021.wanlp-1.16/ 2021-04 154 163 Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Tarek Naous author Wissam Antoun author Reem Mahmoud author Hazem Hajj author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication naous-etal-2021-empathetic https://aclanthology.org/2021.wanlp-1.17/ 2021-04 164 172 ALUE: Arabic Language Understanding Evaluation Haitham Seelawi author Ibraheem Tuffaha author Mahmoud Gzawi author Wael Farhan author Bashar Talafha author Riham Badawi author Zyad Sober author Oday Al-Dweik author Abed Alhakim Freihat author Hussein Al-Natsheh author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication seelawi-etal-2021-alue https://aclanthology.org/2021.wanlp-1.18/ 2021-04 173 184 Quranic Verses Semantic Relatedness Using AraBERT Abdullah Alsaleh author Eric Atwell author Abdulrahman Altahhan author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication alsaleh-etal-2021-quranic https://aclanthology.org/2021.wanlp-1.19/ 2021-04 185 190 AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding Wissam Antoun author Fady Baly author Hazem Hajj author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication antoun-etal-2021-araelectra https://aclanthology.org/2021.wanlp-1.20/ 2021-04 191 195 AraGPT2: Pre-Trained Transformer for Arabic Language Generation Wissam Antoun author Fady Baly author Hazem Hajj author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication antoun-etal-2021-aragpt2 https://aclanthology.org/2021.wanlp-1.21/ 2021-04 196 207 QuranTree.jl: A Julia Package for Quranic Arabic Corpus Al-Ahmadgaid Asaad author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication asaad-2021-qurantree https://aclanthology.org/2021.wanlp-1.22/ 2021-04 208 212 Automatic Romanization of Arabic Bibliographic Records Fadhl Eryani author Nizar Habash author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication eryani-habash-2021-automatic https://aclanthology.org/2021.wanlp-1.23/ 2021-04 213 218 SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs Saher Esmeir author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication esmeir-2021-serag https://aclanthology.org/2021.wanlp-1.24/ 2021-04 219 225 Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis Chayma Fourati author Hatem Haddad author Abir Messaoudi author Moez BenHajhmida author Aymen Ben Elhaj Mabrouk author Malek Naski author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication fourati-etal-2021-introducing https://aclanthology.org/2021.wanlp-1.25/ 2021-04 226 230 AraFacts: The First Large Arabic Dataset of Naturally Occurring Claims Zien Sheikh Ali author Watheq Mansour author Tamer Elsayed author Abdulaziz Al-Ali author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication sheikh-ali-etal-2021-arafacts https://aclanthology.org/2021.wanlp-1.26/ 2021-04 231 236 Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures Minh Van Nguyen author Thien Huu Nguyen author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication nguyen-nguyen-2021-improving https://aclanthology.org/2021.wanlp-1.27/ 2021-04 237 243 NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task Muhammad Abdul-Mageed author Chiyu Zhang author AbdelRahim Elmadany author Houda Bouamor author Nizar Habash author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abdul-mageed-etal-2021-nadi https://aclanthology.org/2021.wanlp-1.28/ 2021-04 244 259 Adapting MARBERT for Improved Arabic Dialect Identification: Submission to the NADI 2021 Shared Task Badr AlKhamissi author Mohamed Gabr author Muhammad ElNokrashy author Khaled Essam author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication alkhamissi-etal-2021-adapting https://aclanthology.org/2021.wanlp-1.29/ 2021-04 260 264 Country-level Arabic Dialect Identification Using Small Datasets with Integrated Machine Learning Techniques and Deep Learning Models Maha J Althobaiti author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication althobaiti-2021-country https://aclanthology.org/2021.wanlp-1.30/ 2021-04 265 270 BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification Abdellah El Mekki author Abdelkader El Mahdaouy author Kabil Essefar author Nabil El Mamoun author Ismail Berrada author Ahmed Khoumsi author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication el-mekki-etal-2021-bert https://aclanthology.org/2021.wanlp-1.31/ 2021-04 271 275 Country-level Arabic Dialect Identification using RNNs with and without Linguistic Features Elsayed Issa author Mohammed AlShakhori author Reda Al-Bahrani author Gus Hahn-Powell author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication issa-etal-2021-country https://aclanthology.org/2021.wanlp-1.32/ 2021-04 276 281 Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features Mohamed Lichouri author Mourad Abbas author Khaled Lounnas author Besma Benaziz author Aicha Zitouni author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication lichouri-etal-2021-arabic https://aclanthology.org/2021.wanlp-1.33/ 2021-04 282 286 Machine Learning-Based Approach for Arabic Dialect Identification Hamada Nayel author Ahmed Hassan author Mahmoud Sobhi author Ahmed El-Sawy author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication nayel-etal-2021-machine https://aclanthology.org/2021.wanlp-1.34/ 2021-04 287 290 Dialect Identification in Nuanced Arabic Tweets Using Farasa Segmentation and AraBERT Anshul Wadhawan author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication wadhawan-2021-dialect https://aclanthology.org/2021.wanlp-1.35/ 2021-04 291 295 Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in Arabic Ibrahim Abu Farha author Wajdi Zaghouani author Walid Magdy author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abu-farha-etal-2021-overview https://aclanthology.org/2021.wanlp-1.36/ 2021-04 296 305 WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERT Reem Abdel-Salam author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abdel-salam-2021-wanlp https://aclanthology.org/2021.wanlp-1.37/ 2021-04 306 311 Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation Abeer Abuzayed author Hend Al-Khalifa author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication abuzayed-al-khalifa-2021-sarcasm https://aclanthology.org/2021.wanlp-1.38/ 2021-04 312 317 Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis Abdullah I Alharbi author Mark Lee author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication alharbi-lee-2021-multi https://aclanthology.org/2021.wanlp-1.39/ 2021-04 318 322 ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets Laila Bashmal author Daliyah AlZeer author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication bashmal-alzeer-2021-arsarcasm https://aclanthology.org/2021.wanlp-1.40/ 2021-04 323 328 Sarcasm and Sentiment Detection in Arabic: investigating the interest of character-level features Dhaou Ghoul author Gaël Lejeune author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication ghoul-lejeune-2021-sarcasm https://aclanthology.org/2021.wanlp-1.41/ 2021-04 329 333 Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language Abdelkader El Mahdaouy author Abdellah El Mekki author Kabil Essefar author Nabil El Mamoun author Ismail Berrada author Ahmed Khoumsi author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication el-mahdaouy-etal-2021-deep https://aclanthology.org/2021.wanlp-1.42/ 2021-04 334 339 A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests Hazem Elgabry author Shimaa Attia author Ahmed Abdel-Rahman author Ahmed Abdel-Ate author Sandra Girgis author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication elgabry-etal-2021-contextual https://aclanthology.org/2021.wanlp-1.43/ 2021-04 340 344 SarcasmDet at Sarcasm Detection Task 2021 in Arabic using AraBERT Pretrained Model Dalya Faraj author Malak Abdullah author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication faraj-etal-2021-sarcasmdet https://aclanthology.org/2021.wanlp-1.44/ 2021-04 345 350 Sarcasm and Sentiment Detection in Arabic language A Hybrid Approach Combining Embeddings and Rule-based Features Kamel Gaanoun author Imade Benelallam author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication gaanoun-benelallam-2021-sarcasm https://aclanthology.org/2021.wanlp-1.45/ 2021-04 351 356 Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification Amey Hengle author Atharva Kshirsagar author Shaily Desai author Manisha Marathe author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication hengle-etal-2021-combining https://aclanthology.org/2021.wanlp-1.46/ 2021-04 357 363 Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic Fatemah Husain author Ozlem Uzuner author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication husain-uzuner-2021-leveraging https://aclanthology.org/2021.wanlp-1.47/ 2021-04 364 369 The IDC System for Sentiment Classification and Sarcasm Detection in Arabic Abraham Israeli author Yotam Nahum author Shai Fine author Kfir Bar author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication israeli-etal-2021-idc https://aclanthology.org/2021.wanlp-1.48/ 2021-04 370 375 Preprocessing Solutions for Detection of Sarcasm and Sentiment for Arabic Mohamed Lichouri author Mourad Abbas author Besma Benaziz author Aicha Zitouni author Khaled Lounnas author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication lichouri-etal-2021-preprocessing https://aclanthology.org/2021.wanlp-1.49/ 2021-04 376 380 iCompass at Shared Task on Sarcasm and Sentiment Detection in Arabic Malek Naski author Abir Messaoudi author Hatem Haddad author Moez BenHajhmida author Chayma Fourati author Aymen Ben Elhaj Mabrouk author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication naski-etal-2021-icompass https://aclanthology.org/2021.wanlp-1.50/ 2021-04 381 385 Machine Learning-Based Model for Sentiment and Sarcasm Detection Hamada Nayel author Eslam Amer author Aya Allam author Hanya Abdallah author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication nayel-etal-2021-machine-learning https://aclanthology.org/2021.wanlp-1.51/ 2021-04 386 389 DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in Arabic Bingyan Song author Chunguang Pan author Shengguang Wang author Zhipeng Luo author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication song-etal-2021-deepblueai https://aclanthology.org/2021.wanlp-1.52/ 2021-04 390 394 AraBERT and Farasa Segmentation Based Approach For Sarcasm and Sentiment Detection in Arabic Tweets Anshul Wadhawan author 2021-04 text Proceedings of the Sixth Arabic Natural Language Processing Workshop Nizar Habash editor Houda Bouamor editor Hazem Hajj editor Walid Magdy editor Wajdi Zaghouani editor Fethi Bougares editor Nadi Tomeh editor Ibrahim Abu Farha editor Samia Touileb editor Association for Computational Linguistics Kyiv, Ukraine (Virtual) conference publication wadhawan-2021-arabert https://aclanthology.org/2021.wanlp-1.53/ 2021-04 395 400