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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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06/02/2023
Automatic Translation of Hate Speech to Non-hate Speech in Social Media Texts
In this paper, we investigate the issue of hate speech by presenting a n...
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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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05/27/2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models
This paper describes CIC NLP's submission to the AmericasNLP 2023 Shared...
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05/27/2023
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec
In this paper, we present a parallel Spanish-Mazatec and Spanish-Mixtec ...
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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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04/13/2023
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages
AfriSenti-SemEval Shared Task 12 of SemEval-2023. The task aims to perfo...
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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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03/25/2023
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities
This survey delves into the current state of natural language processing...
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11/26/2022
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts
Using code-mixed data in natural language processing (NLP) research curr...
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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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10/27/2022