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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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04/17/2022
Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource, African Languages
We investigate the possibility of cross-lingual transfer from a state-of...
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10/06/2021
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation
A "bigger is better" explosion in the number of parameters in deep neura...
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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