Can artificial intelligence be decolonized?

R Adams - Interdisciplinary Science Reviews, 2021 - journals.sagepub.com
AI is altering not only local and global society, but what it means to be human, or, to be
counted as such. In the midst of concerns about the ethics of AI, calls are emerging for AI to …

Low-resource languages: A review of past work and future challenges

A Magueresse, V Carles, E Heetderks - arXiv preprint arXiv:2006.07264, 2020 - arxiv.org
A current problem in NLP is massaging and processing low-resource languages which lack
useful training attributes such as supervised data, number of native speakers or experts, etc …

Participatory research for low-resourced machine translation: A case study in african languages

W Nekoto, V Marivate, T Matsila, T Fasubaa… - arXiv preprint arXiv …, 2020 - arxiv.org
Research in NLP lacks geographic diversity, and the question of how NLP can be scaled to
low-resourced languages has not yet been adequately solved." Low-resourced"-ness is a …

Massive: A 1m-example multilingual natural language understanding dataset with 51 typologically-diverse languages

J FitzGerald, C Hench, C Peris, S Mackie… - arXiv preprint arXiv …, 2022 - arxiv.org
We present the MASSIVE dataset--Multilingual Amazon Slu resource package (SLURP) for
Slot-filling, Intent classification, and Virtual assistant Evaluation. MASSIVE contains 1M …

Building machine translation systems for the next thousand languages

A Bapna, I Caswell, J Kreutzer, O Firat… - arXiv preprint arXiv …, 2022 - arxiv.org
In this paper we share findings from our effort to build practical machine translation (MT)
systems capable of translating across over one thousand languages. We describe results in …

Artificial intelligence (AI) deployments in Africa: benefits, challenges and policy dimensions

A Gwagwa, E Kraemer-Mbula, N Rizk… - The African Journal of …, 2020 - scielo.org.za
The deployment of artificial intelligence (AI) technologies is proliferating on the African
continent, but policy responses are still at their early stages. This article provides an …

Aya dataset: An open-access collection for multilingual instruction tuning

S Singh, F Vargus, D Dsouza, BF Karlsson… - arXiv preprint arXiv …, 2024 - arxiv.org
Datasets are foundational to many breakthroughs in modern artificial intelligence. Many
recent achievements in the space of natural language processing (NLP) can be attributed to …

Indictrans2: Towards high-quality and accessible machine translation models for all 22 scheduled indian languages

J Gala, PA Chitale, R AK, V Gumma… - arXiv preprint arXiv …, 2023 - arxiv.org
India has a rich linguistic landscape with languages from 4 major language families spoken
by over a billion people. 22 of these languages are listed in the Constitution of India …

[HTML][HTML] Language-agnostic deep learning framework for automatic monitoring of population-level mental health from social networks

T Noraset, K Chatrinan, T Tawichsri… - Journal of Biomedical …, 2022 - Elsevier
In many countries, mental health issues are among the most serious public health concerns.
National mental health statistics are frequently collected from reported patient cases or …

Inequalities and content moderation

G De Gregorio, N Stremlau - Global Policy, 2023 - Wiley Online Library
As the harms of hate speech, mis/disinformation and incitement to violence on social media
have become increasingly apparent, calls for regulation have accelerated. Most of these …