Building the Oranian-English Parallel Corpus: Methodology and Compilation Process

Autori

  • Abdelbasset Dou Abdelhamid Ibn Badis University of Mostaganem
  • Khalida KISSI Higher Teacher Training School of Oran (ENSO)

DOI:

https://doi.org/10.70204/jlt.v4i2.358

Parole chiave:

ERAD, machine translation, Oranian dialect, OEPC, parallel corpus

Abstract

The scarcity of linguistic resources poses a major challenge for automated translation and processing of dialects. These resources are crucial for natural language processing experts conducting research on dialect recognition, processing, and machine translation. This paper describes the compilation of a dataset for an Algerian low-resource language as it emphasizes the importance of developing resources for Algerian dialects. It examines existing relevant corpora and details the creation process and unique features of the pioneering Oranian-English Parallel Corpus (OEPC). OEPC is the first parallel corpus built from scratch that pairs an Algerian dialect with its English counterparts. The paper outlines the criteria and steps involved in compiling a monolingual corpus for the Oranian dialect (ORN), including data sources and formats. ORN comprises 8500 sentences, which were then translated into English to form OEPC. This valuable linguistic resource is a product of the ERAD project, an initiative aimed at providing NLP professionals with diverse Algerian mono-, multi-, and cross-dialectal corpora. The paper also explains the data compilation and augmentation techniques used to expand the project's outputs.

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Pubblicato

2024-07-05 — Aggiornato il 2024-08-22

Versioni

Come citare

Dou, A., & KISSI, K. (2024). Building the Oranian-English Parallel Corpus: Methodology and Compilation Process. Journal of Languages and Translation, 4(2), 161–174. https://doi.org/10.70204/jlt.v4i2.358 (Original work published 5 luglio 2024)

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