Machine Intelligence in Africa: a survey
In the last 5 years, the availability of large audio datasets in African countries has opened
unlimited opportunities to build machine intelligence (MI) technologies that are closer to the …
unlimited opportunities to build machine intelligence (MI) technologies that are closer to the …
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
Large language models (LLMs) are at the forefront of transforming numerous domains
globally. However, their inclusivity and effectiveness remain limited for non-Latin scripts and …
globally. However, their inclusivity and effectiveness remain limited for non-Latin scripts and …
You are what you eat? Feeding foundation models a regionally diverse food dataset of World Wide Dishes
Foundation models are increasingly ubiquitous in our daily lives, used in everyday tasks
such as text-image searches, interactions with chatbots, and content generation. As use …
such as text-image searches, interactions with chatbots, and content generation. As use …
Script-Agnostic Language Identification
M Agarwal, J Otten, A Anastasopoulos - arXiv preprint arXiv:2406.17901, 2024 - arxiv.org
Language identification is used as the first step in many data collection and crawling efforts
because it allows us to sort online text into language-specific buckets. However, many …
because it allows us to sort online text into language-specific buckets. However, many …
Natural language processing for African languages
DI Adelani - 2022 - publikationen.sulb.uni-saarland.de
Recent advances in pre-training of word embeddings and language models leverage large
amounts of unlabelled texts and self-supervised learning to learn distributed representations …
amounts of unlabelled texts and self-supervised learning to learn distributed representations …
Towards a pre-trained Question-Answering language model for Kinyarwanda
D Tuyizere, F Ihirwe, R Ihabwikuzo… - 2023 IEEE Third …, 2023 - ieeexplore.ieee.org
Kinyarwanda, as one of the official languages of Rwanda plays a significant role in the
country's cultural, educational, and administrative domains. With the increasing demand for …
country's cultural, educational, and administrative domains. With the increasing demand for …