Search Results for author: Muhammed Saeed

Found 2 papers, 1 papers with code

Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin

no code implementations • 28 Apr 2024 • Pin-Jie Lin, Merel Scholman, Muhammed Saeed, Vera Demberg

We test the effect of this data augmentation on two critical NLP tasks: machine translation and sentiment analysis.

Data Augmentation Machine Translation +2

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Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin

1 code implementation • 1 Jul 2023 • Pin-Jie Lin, Muhammed Saeed, Ernie Chang, Merel Scholman

In this work, we target on improving upon both text classification and translation of Nigerian Pidgin (Naija) by collecting a large-scale parallel English-Pidgin corpus and further propose a framework of cross-lingual adaptive training that includes both continual and task adaptive training so as to adapt a base pre-trained model to low-resource languages.

text-classification Text Classification +1

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