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The use of multilingual language models for tasks in low and high-resource languages has been a success story in deep learning.
GALE Phase 1 Arabic Broadcast News Parallel Text - Part 1 LDC2007T24. Web Download
Xiaoyi Ma, Dalal Zakhary, and Stephanie Strassel · 2007
Earlier work this paper cites.
GALE Phase 1 Arabic Broadcast News Parallel Text - Part 2 LDC2008T09. Web Download
Xiaoyi Ma, Dalal Zakhary, and Stephanie Strassel · 2008
Earlier work this paper cites.
Morphological analysis and disambiguation for dialectal arabic
Nizar Habash, Ryan Roth, Owen Rambow, Ramy Eskander, and Nadi Tomeh · 2013
Earlier work this paper cites.
Arabic dialect identification
Omar F Zaidan and Chris Callison-Burch · 2014
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2017
Earlier work this paper cites.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
Cited alongside, same era.
Cross-lingual language model pretraining
Alexis CONNEAU and Guillaume Lample · 2019
Cited alongside, same era.
How multilingual is multilingual bert?
Telmo Pires, Eva Schlinger, and Dan Garrette · 2019
Cited alongside, same era.
What does bert learn about the structure of language?
Ganesh Jawahar, Benoît Sagot, and Djamé Seddah · 2019
Cited alongside, same era.
Arabert: Transformer-based model for arabic language understanding
Wissam Antoun, Fady Baly, and Hazem Hajj · 2020
Later among the works it cites.
Alue: Arabic language understanding evaluation
Haitham Seelawi, Ibraheem Tuffaha, Mahmoud Gzawi, Wael Farhan, Bashar Talafha, Riham Badawi, Zyad Sober, Oday Al-Dweik, Abed Alhakim Freihat, and Hussein Al-Natsheh · 2021
Later among the works it cites.
BOLT Egyptian Arabic SMS/Chat Parallel Training Data LDC2021T15. Web Download
Jennifer Tracey et al · 2021
Later among the works it cites.
Yoshinari Fujinuma, Jordan Boyd-Graber, and Katharina Kann · 2022
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