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Simple Search
Hits 1 – 15 of 15
1
Pre-Training BERT on Arabic Tweets: Practical Considerations ...
Abdelali, Ahmed
;
Hassan, Sabit
;
Mubarak, Hamdy
. - : arXiv, 2021
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2
Cross-lingual Emotion Detection ...
Hassan, Sabit
;
Shaar, Shaden
;
Darwish, Kareem
. - : arXiv, 2021
BASE
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3
Arabic Offensive Language on Twitter: Analysis and Experiments ...
Mubarak, Hamdy
;
Rashed, Ammar
;
Darwish, Kareem
. - : arXiv, 2020
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4
Arabic Dialect Identification in the Wild ...
Abdelali, Ahmed
;
Mubarak, Hamdy
;
Samih, Younes
;
Hassan, Sabit
;
Darwish, Kareem
. - : arXiv, 2020
Abstract:
We present QADI, an automatically collected dataset of tweets belonging to a wide range of country-level Arabic dialects -covering 18 different countries in the Middle East and North Africa region. Our method for building this dataset relies on applying multiple filters to identify users who belong to different countries based on their account descriptions and to eliminate tweets that are either written in Modern Standard Arabic or contain inappropriate language. The resultant dataset contains 540k tweets from 2,525 users who are evenly distributed across 18 Arab countries. Using intrinsic evaluation, we show that the labels of a set of randomly selected tweets are 91.5% accurate. For extrinsic evaluation, we are able to build effective country-level dialect identification on tweets with a macro-averaged F1-score of 60.6% across 18 classes. ... : 13 pages, 7 figures, 4 tables ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2005.06557
https://dx.doi.org/10.48550/arxiv.2005.06557
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5
Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey ...
Rashed, Ammar
;
Kutlu, Mucahid
;
Darwish, Kareem
. - : arXiv, 2020
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6
A Panoramic Survey of Natural Language Processing in the Arab World ...
Darwish, Kareem
;
Habash, Nizar
;
Abbas, Mourad
. - : arXiv, 2020
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7
Arabic Curriculum Analysis ...
The 28th International Conference on Computational Linguistics 2020
;
Abdelali, Ahmed
;
Darwish, Kareem
. - : Underline Science Inc., 2020
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8
Arabic Diacritic Recovery Using a Feature-Rich biLSTM Model ...
Darwish, Kareem
;
Abdelali, Ahmed
;
Mubarak, Hamdy
. - : arXiv, 2020
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9
Diacritization of Maghrebi Arabic Sub-Dialects ...
Abdelali, Ahmed
;
Attia, Mohammed
;
Samih, Younes
. - : arXiv, 2018
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10
Identifying effective translations for cross-lingual Arabic-to-English user-generated speech search
Khwileh, Ahmad
;
Way, Andy
;
Jones, Gareth J.F.
...
In: Khwileh, Ahmad, Afli, Haithem orcid:0000-0002-7449-4707 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 and Way, Andy orcid:0000-0001-5736-5930 (2017) Identifying effective translations for cross-lingual Arabic-to-English user-generated speech search. In: Third Arabic Natural Language Processing Workshop (WANLP), 3 Apr 2017, Valencia, Spain. (2017)
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11
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM ...
Eldesouki, Mohamed
;
Samih, Younes
;
Abdelali, Ahmed
. - : arXiv, 2017
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12
Randomized greedy inference for joint segmentation, POS tagging and dependency parsing
Zhang, Yuan
;
Li, Chengtao
;
Barzilay, Regina
...
In: MIT Web Domain (2015)
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13
Arabizi Detection and Conversion to Arabic ...
Darwish, Kareem
. - : arXiv, 2013
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14
CLIR Experiments at Maryland for TREC-2002: Evidence Combination for Arabic-English Retrieval
Darwish, Kareem
;
Oard, Douglas W.
In: DTIC (2003)
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15
CLIR Experiments at Maryland for TREC-2002: Evidence Combination for Arabic-English Retrieval
Darwish, Kareem
;
Oard, Douglas W.
In: DTIC (2002)
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