Building Text and Speech Benchmark Datasets and Models for Low‐Resourced East African Languages: Experiences and Lessons

J Nakatumba‐Nabende, C Babirye… - Applied AI …, 2024 - Wiley Online Library
Africa has over 2000 languages; however, those languages are not well represented in the
existing natural language processing ecosystem. African languages lack essential digital …

HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis

SS Abdullahi, FI Lawan, AM Wali, AA Imam… - 4th Workshop on …, 2023 - openreview.net
We present the findings of SemEval-2023 Task 12, a shared task on sentiment analysis for
low-resource African languages using Twitter dataset. The task featured three subtasks; …

CFMD: Corpus for Moroccan Dialect as Under Researched Dialect

H Zaidani, A Maizate, M Ouzzif, R Koulali - Future of Information and …, 2024 - Springer
The rise of social media has revolutionised numerous fields within artificial intelligence, and
one of the domains greatly impacted is natural language processing. With the widespread …

Transfer Learning on Kinyarwanda Tweets Sentiment Analysis

R Byakunda - 2023 - openreview.net
Pretrained models available on platform such as Hugging Face have become a valuable
resource for machine learning community, particularly for natural language processing task …