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Neural machine translation of dialectal-dialectal Arabic

This thesis addresses the challenging task of neural machine translation (NMT) between various Arabic dialects, an area that has received limited focus in the field of natural language processing. The primary aim is to explore and compare different approaches to dialect-dialect translation, including models trained from scratch, fine-tuning pre-trained
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Issues of Dialectal Arabic

, 2019
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Parsing Arabic Dialects

2006
The Arabic language is a collection of spoken dialects with important phonological, morphological, lexical, and syntactic differences, along with a standard written language, Modern Standard Arabic (MSA). Since the spoken dialects are not officially written, it is very costly to obtain adequate corpora to use for training dialect NLP tools such as ...
David Chiang 0001, Mona T. Diab, Nizar Habash, Owen Rambow, Safiullah Shareef   +4 more
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On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets

Proceedings of the Seventh Arabic Natural Language Processing Workshop (WANLP), 2022
El árabe es uno de los idiomas más ricos del mundo, con una amplia gama de dialectos basados en el origen geográfico. En este documento, presentamos una solución para abordar la subtarea 1 (Identificación de dialectos a nivel de país) de la tarea compartida de Identificación de dialectos árabes matizados (NADI) 2022, logrando el tercer lugar con una ...
Salma Jamal, Aly M. Kassem, Mohamed Omar, Ali Ashraf   +3 more
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Approaches to Arabic Dialects

2003
XIV + 399 p.
Haak, M. van den, Jong, A. de, Versteegh, C.H.M.   +2 more
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“Seven of the Arab Dialects”

2020
This chapter focuses on the task President Jefferson assigned Robert Patterson, i.e., to find a translator for two Arabic manuscripts written by Muslim slaves. Over a few days in late October 1807, Patterson consulted with three of the most remarkable figures he could find in Philadelphia, a triad that represented diplomacy, trade, and academia.
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Dialectic and Arabic Philosophy

2020
The Arabic Aristotelian philosopher’s views on jadal are available in their commentaries and paraphrases on Aristotle‘s Topics. This book was known under three titles; Ṭūbīqā, Kitāb al-Mawāḍiʽ (literally a translation of Greek topika, places) and Kitāb al-Jadal.
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The Maghrebi dialects of Arabic

2018
This chapter analyses synchronically and diachronically the Maghrebi Arabic dialects spoken in North Africa, whose most outstanding features are the prefix n- for the first person singular of the imperfect and a vowel system characterized by elision of short vowels in open syllable. Maghrebi Arabic shows less variety than do Middle Eastern dialects and
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Spoken Arabic Algerian dialect identification

2018 2nd International Conference on Natural Language and Speech Processing (ICNLSP), 2018
Dialect identification is a challenging task and this becomes more complicated when dealing with under-resourced dialects. In this paper, we propose a system based on prosodic speech information, namely intonation and rhythm for identification of Intra-country dialects.
Soumia Bougrine, Hadda Cherroun, Ahmed Abdelali   +2 more
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Diacritics restoration for Arabic dialect texts

Interspeech 2013, 2013
In this paper we present a statistical approach for automatic diacritization of Algiers dialectal texts. This approach is based on statistical machine translation. We first investigate this approach on Modern Standard Arabic (MSA) texts using several data sources and extrapolated the results on available dialectal texts. For evaluation we used word and
Salima Harrat, Mourad Abbas, Karima Meftouh, Kamel Smaïli   +3 more
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