22 |
Automatic identification methods on a corpus of twenty five fine-grained Arabic dialects
|
|
|
|
In: Arabic Language Processing: From Theory to Practice7th International Conference, ICALP 2019, Nancy, France, October 16–17, 2019, Proceedings ; https://hal.archives-ouvertes.fr/hal-02314245 ; Arabic Language Processing: From Theory to Practice 7th International Conference, ICALP 2019, Nancy, France, October 16–17, 2019, Proceedings, Communications in Computer and Information Science book series (CCIS, volume 1108), 2019, ⟨10.1007/978-3-030-32959-4_6⟩ (2019)
|
|
BASE
|
|
Show details
|
|
23 |
The SMarT Classifier for Arabic Fine-Grained Dialect Identification
|
|
|
|
In: MADAR Shared Task: Arabic Fine-Grained Dialect Identification Dialect identification campaign ; The Fourth Arabic Natural Language Processing Workshop co-located with ACL ; https://hal.archives-ouvertes.fr/hal-02166384 ; The Fourth Arabic Natural Language Processing Workshop co-located with ACL, Aug 2019, Florence, Italy (2019)
|
|
BASE
|
|
Show details
|
|
24 |
Script Independent Morphological Segmentation for Arabic Maghrebi Dialects: An Application to Machine Translation
|
|
|
|
In: ISSN: 1405-5546 ; EISSN: 2007-9737 ; Computación y sistemas ; https://hal.archives-ouvertes.fr/hal-02274533 ; Computación y sistemas, Instituto Politécnico Nacional IPN Centro de Investigación en Computación, In press, 23 (3), pp.979-989. ⟨10.13053/cys-23-3-3267⟩ (2019)
|
|
Abstract:
International audience ; This research deals with resources creation for under-resourced languages. We try to adapt existing resources for other resourced-languages to process less-resourced ones. We focus on Arabic dialects of the Maghreb, namely Algerian, Moroccan and Tunisian. We first adapt a well-known statistical word segmenter to segment Algerian dialect texts written in both Arabic and Latin scripts. We demonstrate that unsupervised morphological segmentation could be applied to Arabic dialects regardless of used script. Next, we use this kind of segmentation to improve statistical machine translation scores between the tree Maghrebi dialects and French. We use a parallel multidialectal corpus that includes six Arabic dialects in addition to MSA and French. We achieved interesting results. Regards to word segmentation, the rate of correctly segmented words reached 70% for those written in Latin script and 79% for those written in Arabic script. For machine translation, the unsupervised morphological segmentation helped to decrease out-of-vocabulary words rates by a minimum of 35%.
|
|
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Arabic dialects; Machine translation; Morphological segmentation
|
|
URL: https://hal.archives-ouvertes.fr/hal-02274533 https://hal.archives-ouvertes.fr/hal-02274533/file/cys.pdf https://doi.org/10.13053/cys-23-3-3267 https://hal.archives-ouvertes.fr/hal-02274533/document
|
|
BASE
|
|
Hide details
|
|
25 |
Markers in urban Hijazi discourse ; Markers in urban Hijazi discoures
|
|
|
|
BASE
|
|
Show details
|
|
26 |
Compliments and compliment responses in Saudi Arabic in text-based computer-mediated communication
|
|
|
|
BASE
|
|
Show details
|
|
27 |
Gender differences in Saudi Arabic question formation on Twitter
|
|
|
|
BASE
|
|
Show details
|
|
28 |
Integrating Dialects and Dialectology in the Curriculum of Teaching Arabic As a Foreign Language (TAFL)
|
|
|
|
BASE
|
|
Show details
|
|
29 |
The phonology and micro-typology of Arabic R
|
|
|
|
In: Glossa: a journal of general linguistics; Vol 4, No 1 (2019); 131 ; 2397-1835 (2019)
|
|
BASE
|
|
Show details
|
|
30 |
Durative aspect markers in modern Arabic dialects : cross-dialectal functions and historical development ...
|
|
|
|
BASE
|
|
Show details
|
|
35 |
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach
|
|
|
|
In: Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-02012150 ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018), May 2018, Miyazaki, Japan (2018)
|
|
BASE
|
|
Show details
|
|
36 |
Statistical Machine Translation: Application to low resourced languages ; Traduction Automatique Fondée sur des Méthodes Statistiques : Application aux Langues peu Dotées en Ressources
|
|
|
|
In: https://hal.inria.fr/tel-03186940 ; Computation and Language [cs.CL]. École Supérieure d’Informatique, 2018. English (2018)
|
|
BASE
|
|
Show details
|
|
37 |
La communication entre Libanais et Jordaniens sur les réseaux numériques ; Communication Practices Between Lebanese and Jordanians on Digital Networks
|
|
|
|
In: Hermès [ISSN 0767-9513], Nouvelles voix de la recherche en communication, 2018, 82, p. 216 (2018)
|
|
BASE
|
|
Show details
|
|
38 |
A Multitask-Based Neural Machine Translation Model with Part-of-Speech Tags Integration for Arabic Dialects
|
|
|
|
In: Applied Sciences ; Volume 8 ; Issue 12 (2018)
|
|
BASE
|
|
Show details
|
|
|
|