Arabic text classification framework based on latent dirichlet allocation

M Zrigui, R Ayadi, M Mars, M Maraoui - Journal of computing and …, 2012 - hrcak.srce.hr
Arabic Text Classification Framework Based on Latent Dirichlet Allocation Page 1 Journal of
Computing and Information Technology - CIT 20, 2012, 2, 125–140 doi:10.2498/cit.1001770 …

Speaker naming in tv programs based on speaker role recognition

ML Bellagha, M Zrigui - 2020 IEEE/ACS 17th International …, 2020 - ieeexplore.ieee.org
Automatic speaker naming in TV programs consists of identifying each speaking person by
their real identity. This is a challenging task in the absence of a priori knowledge. It needs an …

Active learning with aragpt2 for arabic named entity recognition

H Mahdhaoui, A Mars, M Zrigui - International Conference on …, 2023 - Springer
Abstract Arabic Named Entity Recognition (ANER) is a crucial task in natural language
processing that aims to identify and classify named entities in text into predefined categories …

Latent topic model for indexing arabic documents

R Ayadi, M Maraoui, M Zrigui - International Journal of Information …, 2014 - igi-global.com
In this paper, the authors present latent topic model to index and represent the Arabic text
documents reflecting more semantics. Text representation in a language with high …

[PDF][PDF] Exploring the potential of schemes in building NLP tools for Arabic language.

MAB Mohamed, S Mallat, MA Nahdi… - International Arab Journal …, 2015 - Citeseer
Arabic is known for its sparseness, which explains the difficulty of its automatic processing.
The Arabic language is based on schemes; lemmas are produced using derivation based …

[PDF][PDF] A Survey of Arabic Text Representation and Classification Methods.

R Ayadi, M Maraoui, M Zrigui - Res. Comput. Sci., 2016 - rcs.cic.ipn.mx
In this paper we have presented a brief current state of the Art for Arabic text representation
and classification methods. First we describe some algorithms applied to classification on …

Exploring Unsupervised Word Representations Models and Neural Networks for Informal Multilingual Text Against Covid-19 Social Media Content

S Jaballi, S Zrigui, MJ Hazar, H Nicolas… - Asian Conference on …, 2024 - Springer
The Covid-19 pandemic has catalyzed a marked upsurge in multilingual social media
communication, distinctly marked by the fusion of dialectical Arabic with code-switched Latin …

Vocal pathologies detection and mispronounced phonemes identification: case of Arabic continuous speech

N Terbeh, M Zrigui - … of the Tenth International Conference on …, 2016 - aclanthology.org
We propose in this work a novel acoustic phonetic study for Arabic people suffering from
language disabilities and non-native learners of Arabic language to classify Arabic …

Contribution to semantic analysis of Arabic language

A Zouaghi, M Zrigui, G Antoniadis… - Advances in Artificial …, 2012 - Wiley Online Library
We propose a new approach for determining the adequate sense of Arabic words. For that,
we propose an algorithm based on information retrieval measures to identify the context of …

Probabilistic approach for detection of vocal pathologies in the arabic speech

N Terbeh, M Maraoui, M Zrigui - … , CICLing 2015, Cairo, Egypt, April 14-20 …, 2015 - Springer
There are different methods for vocal pathology detection. These methods usually have
three steps which are feature extraction, feature reduction and speech classification. The first …