Deep learning for sentiment analysis of Tunisian dialect

A Masmoudi, J Hamdi, LH Belguith - Computación y Sistemas, 2021 - scielo.org.mx
Automatic sentiment analysis has become one of the fastest growing research areas in the
Natural Language Processing (NLP) field. Despite its importance, this is the first work …

Tunizi: a tunisian arabizi sentiment analysis dataset

C Fourati, A Messaoudi, H Haddad - arxiv preprint arxiv:2004.14303, 2020 - arxiv.org
On social media, Arabic people tend to express themselves in their own local dialects. More
particularly, Tunisians use the informal way called" Tunisian Arabizi". Analytical studies seek …

Tarc: Incrementally and semi-automatically collecting a tunisian arabish corpus

E Gugliotta, M Dinarelli - arxiv preprint arxiv:2003.09520, 2020 - arxiv.org
This article describes the constitution process of the first morpho-syntactically annotated
Tunisian Arabish Corpus (TArC). Arabish, also known as Arabizi, is a spontaneous coding of …

Learning word representations for Tunisian sentiment analysis

A Messaoudi, H Haddad, M Ben HajHmida… - Pattern Recognition and …, 2021 - Springer
Tunisians on social media tend to express themselves in their local dialect using Latin script
(TUNIZI). This raises an additional challenge to the process of exploring and recognizing …

Building Bi-script Language Resources for the Tunisian Dialect's NLP

J Younes, H Achour, E Souissi, A Ferchichi - Procedia Computer Science, 2021 - Elsevier
Abstract Language resources like corpora, lexicons and dictionaries are the key element to
automatically process any natural language. In this paper, we focus on the written Tunisian …

Tunisian Arabizi: Linguistic Analyses and Corpus Building using Natural Language Processing

E Gugliotta - 2022 - hal.science
This work aims to investigate Tunisian Arabic while also providing a response to the lack of
tools to support research on Tunisian Arabic. In particular was the objective of building a …

TArC. Un corpus d'arabish tunisien

E Gugliotta, M Dinarelli - REVUE TAL, 2020 - iris.uniroma1.it
Cet article décrit la procédure de constitution du premier corpus d'arabish tunisien (TArC)
annoté avec des informations morpho-syntaxiques. L'arabish est la transcription spontanée …

[PDF][PDF] Elisa Gugliotta1, 2 Marco Dinarelli1

TA des Langues Naturelles - marcodinarelli.it
This article describes the collection process of the first morpho-syntactically annotated
Tunisian arabish Corpus (TArC). Arabish is a spontaneous coding of Arabic Dialects (AD) in …