University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African Languages

no code implementations • 21 Oct 2022 • Khalid N. Elmadani, Francois Meyer, Jan Buys

The paper describes the University of Cape Town's submission to the constrained track of the WMT22 Shared Task: Large-Scale Machine Translation Evaluation for African Languages.

Machine Translation Translation

Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasets

1 code implementation • 1 Aug 2022 • Yousef Altaher, Ali Fadel, Mazen Alotaibi, Mazen Alyazidi, Mishari Al-Mutairi, Mutlaq Aldhbuiub, Abdulrahman Mosaibah, Abdelrahman Rezk, Abdulrazzaq Alhendi, Mazen Abo Shal, Emad A. Alghamdi, Maged S. Alshaibani, Jezia Zakraoui, Wafaa Mohammed, Kamel Gaanoun, Khalid N. Elmadani, Mustafa Ghaleb, Nouamane Tazi, Raed Alharbi, Maraim Masoud, Zaid Alyafeai

Masader Plus can be explored using this link https://arbml. github. io/masader.

BERT Fine-tuning For Arabic Text Summarization

1 code implementation • 29 Mar 2020 • Khalid N. Elmadani, Mukhtar Elgezouli, Anas Showk

Fine-tuning a pretrained BERT model is the state of the art method for extractive/abstractive text summarization, in this paper we showcase how this fine-tuning method can be applied to the Arabic language to both construct the first documented model for abstractive Arabic text summarization and show its performance in Arabic extractive summarization.

Abstractive Text Summarization Extractive Summarization