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5th WANLP@COLING 2020: Barcelona, Spain (Online)
- Imed Zitouni, Muhammad Abdul-Mageed, Houda Bouamor, Fethi Bougares, Mahmoud El-Haj, Nadi Tomeh, Wajdi Zaghouani:
Proceedings of the Fifth Arabic Natural Language Processing Workshop, WANLP@COLING 2020, Barcelona, Spain (Online), December 12, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-38-5 - Juan Hussain, Mohammed Mediani, Moritz Behr, Mohamed Amine Chéragui, Sebastian Stüker, Alexander Waibel:
German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis. 1-11 - Raghad Alshaalan, Hend Al-Khalifa:
Hate Speech Detection in Saudi Twittersphere: A Deep Learning Approach. 12-23 - Hadeel Saadany, Constantin Orasan:
Is it Great or Terrible? Preserving Sentiment in Neural Machine Translation of Arabic Reviews. 24-37 - Badr AlKhamissi, Muhammad N. ElNokrashy, Mohamed Gabr:
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization. 38-48 - Chadi Helwe, Ghassan Dib, Mohsen Shamas, Shady Elbassuoni:
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition. 49-57 - Tarek Naous, Christian Hokayem, Hazem M. Hajj:
Empathy-driven Arabic Conversational Chatbot. 58-68 - El Moatez Billah Nagoudi, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed, Tariq Alhindi:
Machine Generation and Detection of Arabic Manipulated and Fake News. 69-84 - Ori Terner, Kfir Bar, Nachum Dershowitz:
Transliteration of Judeo-Arabic Texts into Arabic Script Using Recurrent Neural Networks. 85-96 - Muhammad Abdul-Mageed, Chiyu Zhang, Houda Bouamor, Nizar Habash:
NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task. 97-110 - Bashar Talafha, Mohammad Ali, Muhy Eddin Za'ter, Haitham Seelawi, Ibraheem Tuffaha, Mostafa Samir, Wael Farhan, Hussein T. Al-Natsheh:
Multi-dialect Arabic BERT for Country-level Dialect Identification. 111-118 - Mohamed Alkaoud, Mairaj Syed:
On the Importance of Tokenization in Arabic Embedding Models. 119-129 - Ryan Muther, David Smith:
Tracing Traditions: Automatic Extraction of Isnads from Classical Arabic Texts. 130-138 - Ahmed Younes, Julie Weeds:
Embed More Ignore Less (EMIL): Exploiting Enriched Representations for Arabic NLP. 139-154 - Randa Zarnoufi, Hamid Jaafar, Walid Bachri, Mounia Abik:
MANorm: A Normalization Dictionary for Moroccan Arabic Dialect Written in Latin Script. 155-166 - Ali Shazal, Aiza Usman, Nizar Habash:
A Unified Model for Arabizi Detection and Transliteration using Sequence-to-Sequence Models. 167-177 - Elisa Gugliotta, Marco Dinarelli, Olivier Kraif:
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation. 178-191 - Anne Lauscher, Rafik Takieddin, Simone Paolo Ponzetto, Goran Glavas:
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings. 192-199 - Saméh Kchaou, Rahma Boujelbane, Lamia Hadrich Belguith:
Parallel resources for Tunisian Arabic Dialect Translation. 200-206 - Fouzi Harrag, Maria Dabbah, Kareem Darwish, Ahmed Abdelali:
Bert Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets. 207-214 - Caroline Sabty, Mohamed Islam, Slim Abdennadher:
Contextual Embeddings for Arabic-English Code-Switched Data. 215-225 - Shammur Absar Chowdhury, Ahmed Abdelali, Kareem Darwish, Soon-Gyo Jung, Joni Salminen, Bernard J. Jansen:
Improving Arabic Text Categorization Using Transformer Training Diversification. 226-236 - Mutaz Bni Younes, Nour Al-Khdour, Mohammad Al-Smadi:
Team Alexa at NADI Shared Task. 237-242 - Dhaou Ghoul, Gaël Lejeune:
Comparison between Voting Classifier and Deep Learning methods for Arabic Dialect Identification. 243-249 - Mohamed Lichouri, Mourad Abbas:
Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter. 250-256 - Nitin Nikamanth Appiah Balaji, Bharathi B:
Semi-supervised Fine-grained Approach for Arabic dialect detection task. 257-261 - Ahmad Beltagy, Abdelrahman Abouelenin, Omar ElSherief:
Arabic Dialect Identification Using BERT-Based Domain Adaptation. 262-267 - Abdellah El Mekki, Ahmed Alami, Hamza Alami, Ahmed Khoumsi, Ismail Berrada:
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification. 268-274 - Kamel Gaanoun, Imade Benelallam:
Arabic dialect identification: An Arabic-BERT model with data augmentation and ensembling strategy. 275-281 - Nouf Al-Shenaifi, Aqil M. Azmi:
Faheem at NADI shared task: Identifying the dialect of Arabic tweet. 282-287 - Rawan Tahssin, Youssef Kishk, Marwan Torki:
Identifying Nuanced Dialect for Arabic Tweets with Deep Learning and Reverse Translation Corpus Extension System. 288-294 - Abdulrahman Aloraini, Massimo Poesio, Ayman Alhelbawy:
The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task. 295-301 - Ahmed Aliwy, Hawraa Taher, Zena AboAltaheen:
Arabic Dialects Identification for All Arabic countries. 302-307 - Moataz Mansour, Moustafa Tohamy, Zeyad Ezzat, Marwan Torki:
Arabic Dialect Identification Using BERT Fine-Tuning. 308-312 - Samia Touileb:
LTG-ST at NADI Shared Task 1: Arabic Dialect Identification using a Stacking Classifier. 313-319
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