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07/11/2023
Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation
The practical utility of causality in decision-making is widespread and ...
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06/03/2023
Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection
While there has been significant progress in ASR, African-accented clini...
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06/01/2023
AfriNames: Most ASR models "butcher" African Names
Useful conversational agents must accurately capture named entities to m...
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05/23/2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages
In this paper, we present MasakhaPOS, the largest part-of-speech (POS) d...
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04/19/2023
MasakhaNEWS: News Topic Classification for African languages
African languages are severely under-represented in NLP research due to ...
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03/29/2023
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages
Many natural language processing (NLP) tasks make use of massively pre-t...
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03/22/2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages
The advancement of speech technologies has been remarkable, yet its inte...
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11/07/2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages
In recent years, multilingual pre-trained language models have gained pr...
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01/20/2022
NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis
Sentiment analysis is one of the most widely studied applications in NLP...
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03/22/2021