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05/11/2023
How Good are Commercial Large Language Models on African Languages?
Recent advancements in Natural Language Processing (NLP) has led to the ...
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11/04/2022
Intriguing Properties of Compression on Multilingual Models
Multilingual models are often particularly dependent on scaling to gener...
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06/01/2022
What a Creole Wants, What a Creole Needs
In recent years, the natural language processing (NLP) community has giv...
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04/05/2022
Towards Best Practices for Training Multilingual Dense Retrieval Models
Dense retrieval models using a transformer-based bi-encoder design have ...
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03/22/2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
With the success of large-scale pre-training and multilingual modeling i...
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03/22/2021
MasakhaNER: Named Entity Recognition for African Languages
We take a step towards addressing the under-representation of the Africa...
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10/05/2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
Research in NLP lacks geographic diversity, and the question of how NLP ...
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03/27/2020
Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin
Nigerian Pidgin is arguably the most widely spoken language in Nigeria. ...
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03/13/2020
Masakhane – Machine Translation For Africa
Africa has over 2000 languages. Despite this, African languages account ...
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12/07/2019