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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 6 of 6 1 AraNet: A Deep Learning Toolkit for Arabic Social Media ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Hashemi, Azadeh. - : arXiv, 2019 BASE Show details 2 BERT-Based Arabic Social Media Author Profiling ... Zhang, Chiyu; Abdul-Mageed, Muhammad. - : arXiv, 2019 BASE Show details 3 Multi-Task Bidirectional Transformer Representations for Irony Detection ... Zhang, Chiyu; Abdul-Mageed, Muhammad. - : arXiv, 2019 BASE Show details 4 DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Elmadany, AbdelRahim; Rajendran, Arun; Ungar, Lyle. - : arXiv, 2019 Abstract: Prediction of language varieties and dialects is an important language processing task, with a wide range of applications. For Arabic, the native tongue of ~ 300 million people, most varieties remain unsupported. To ease this bottleneck, we present a very large scale dataset covering 319 cities from all 21 Arab countries. We introduce a hierarchical attention multi-task learning (HA-MTL) approach for dialect identification exploiting our data at the city, state, and country levels. We also evaluate use of BERT on the three tasks, comparing it to the MTL approach. We benchmark and release our data and models. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.1910.14243 https://arxiv.org/abs/1910.14243 BASE Hide details 5 Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts ... Saha, Pramit; Abdul-Mageed, Muhammad; Fels, Sidney. - : arXiv, 2019 BASE Show details 6 SPEAK YOUR MIND! Towards Imagined Speech Recognition With Hierarchical Deep Learning ... Saha, Pramit; Abdul-Mageed, Muhammad; Fels, Sidney. - : arXiv, 2019 BASE Show details

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