output
20172025
most citedArabic natural language processing: An overview

192 citations

Showing cs.CLShow all

6 papers · 1 filter

cs.CL2024★ 1 cited

From communities to interpretable network and word embedding: an unified approach

Thibault Prouteau, Nicolas Dugué, Simon Guillot

Modelling information from complex systems such as humans social interaction or words co-occurrences in our languages can help to understand how these systems are organized and fun…

cs.CL2024★ 1 cited

Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models

Maxime Fily, Guillaume Wisniewski, Severine Guillaume +2

In the highly constrained context of low-resource language studies, we explore vector representations of speech from a pretrained model to determine their level of abstraction with…

cs.CL2023★ 1 cited

From `Snippet-lects' to Doculects and Dialects: Leveraging Neural Representations of Speech for Placing Audio Signals in a Language Landscape

Séverine Guillaume, Guillaume Wisniewski, Alexis Michaud

XLSR-53 a multilingual model of speech, builds a vector representation from audio, which allows for a range of computational treatments. The experiments reported here use this neur…

cs.CL2023★ 3 cited

Automatic Standardization of Arabic Dialects for Machine Translation

Abidrabbo Alnassan

Based on an annotated multimedia corpus, television series Mar{ā}y{ā} 2013, we dig into the question of ''automatic standardization'' of Arabic dialects for machine translation. He…

cs.CL2020★ 2 cited

AlloVera: A Multilingual Allophone Database

David R. Mortensen, Xinjian Li, Patrick Littell +6

We introduce a new resource, AlloVera, which provides mappings from 218 allophones to phonemes for 14 languages. Phonemes are contrastive phonological units, and allophones are the…

cs.CL2019★ 192 cited

Arabic natural language processing: An overview

Imane Guellil, Houda Saâdane, Faical Azouaou +2

Arabic is recognised as the 4th most used language of the Internet. Arabic has three main varieties: (1) classical Arabic (CA), (2) Modern Standard Arabic (MSA), (3) Arabic Dialect…