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Arabic dialect identification is a complex problem for a number of inherent properties of the language itself.
Sentence level dialect identification in arabic
Heba Elfardy and Mona Diab · 2013
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Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
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Scalable modified Kneser-Ney language model estimation
Kenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, and Philipp Koehn · 2013
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Arabic dialect identification
Omar F Zaidan and Chris Callison-Burch · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Improved arabic dialect classification with social media data
Fei Huang · 2015
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Bag of tricks for efficient text classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov · 2016
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Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Analysis and optimization of fasttext linear text classifier
Vladimir Zolotov and David Kung · 2017
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Aravec: A set of arabic word embedding models for use in arabic nlp
Abu Bakr Soliman, Kareem Eissa, and Samhaa R El-Beltagy · 2017
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The madar arabic dialect corpus and lexicon
Houda Bouamor, Nizar Habash, Mohammad Salameh, Wajdi Zaghouani, Owen Rambow, Dana Abdulrahim, Ossama Obeid, Salam Khalifa, Fadhl Eryani, Alexander Erdmann, et al · 2018
Cited alongside, same era.
Arap-tweet: A large multi-dialect twitter corpus for gender, age and language variety identification
Wajdi Zaghouani and Anis Charfi · 2018
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You tweet what you speak: A city-level dataset of arabic dialects
Muhammad Abdul-Mageed, Hassan Alhuzali, and Mohamed Elaraby · 2018
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Pre-trained word embeddings for arabic aspect-based sentiment analysis of airline tweets
Mohammed Matuq Ashi, Muazzam Ahmed Siddiqui, and Farrukh Nadeem · 2018
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The madar shared task on arabic fine-grained dialect identification
Houda Bouamor, Sabit Hassan, and Nizar Habash · 2019
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Mawdoo3 ai at madar shared task: Arabic tweet dialect identification
Bashar Talafha, Wael Farhan, Ahmed Altakrouri, and Hussein Al-Natsheh · 2019
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No army, no navy: Bert semi-supervised learning of arabic dialects
Chiyu Zhang and Muhammad Abdul-Mageed · 2019
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Mawdoo3 ai at madar shared task: Arabic fine-grained dialect identification with ensemble learning
Ahmad Ragab, Haitham Seelawi, Mostafa Samir, Abdelrahman Mattar, Hesham Al-Bataineh, Mohammad Zaghloul, Ahmad Mustafa, Bashar Talafha, Abed Alhakim Freihat, and Hussein Al-Natsheh · 2019
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Fine-grained arabic dialect identification
Mohammad Salameh, Houda Bouamor, and Nizar Habash · 2018
Cited alongside, same era.
Deep models for arabic dialect identification on benchmarked data
Mohamed Elaraby and Muhammad Abdul-Mageed · 2018
Cited alongside, same era.
Character level convolutional neural network for arabic dialect identification
Mohamed Ali · 2018
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
Team just at the madar shared task on arabic fine-grained dialect identification
Bashar Talafha, Ali Fadel, Mahmoud Al-Ayyoub, Yaser Jararweh, AL-Smadi Mohammad, and Patrick Juola · 2019
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The Shared Task on Nuanced Arabic Dialect Identification (NADI)
Zhang Chiyu Bouamor Houda Abdul-Mageed, Muhammad and Nizar Habash · 2020
Closest in time.
Kuisail at semeval-2020 task 12: Bert-cnn for offensive speech identification in social media
Ali Safaya, Moutasem Abdullatif, and Deniz Yuret · 2020
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