Findings of the AmericasNLP 2021 shared task on open machine translation for indigenous languages of the Americas

M Mager, A Oncevay, A Ebrahimi, J Ortega… - Proceedings of the …, 2021 - aclanthology.org
This paper presents the results of the 2021 Shared Task on Open Machine Translation for
Indigenous Languages of the Americas. The shared task featured two independent tracks …

AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas

K Kann, A Ebrahimi, M Mager, A Oncevay… - Frontiers in Artificial …, 2022 - frontiersin.org
Little attention has been paid to the development of human language technology for truly
low-resource languages—ie, languages with limited amounts of digitally available text data …

Neural machine translation for the indigenous languages of the Americas: An introduction

M Mager, R Bhatnagar, G Neubig, NT Vu… - arXiv preprint arXiv …, 2023 - arxiv.org
Neural models have drastically advanced state of the art for machine translation (MT)
between high-resource languages. Traditionally, these models rely on large amounts of …

Curated datasets and neural models for machine translation of informal registers between Mayan and Spanish vernaculars

A Lou, JA Pérez-Ortiz, F Sánchez-Martínez… - arXiv preprint arXiv …, 2024 - arxiv.org
The Mayan languages comprise a language family with an ancient history, millions of
speakers, and immense cultural value, that, nevertheless, remains severely …

NLP Progress in Indigenous Latin American Languages

AL Tonja, F Balouchzahi, S Butt, O Kolesnikova… - arXiv preprint arXiv …, 2024 - arxiv.org
The paper focuses on the marginalization of indigenous language communities in the face
of rapid technological advancements. We highlight the cultural richness of these languages …

Automatic dialect detection for low resource santali language

SK Sahoo, BK Mishra, S Parida… - 2021 19th OITS …, 2021 - ieeexplore.ieee.org
Among different natural language processing (NLP) tasks, language detection is considered
a difficult task especially for similar languages, varieties, and dialects. To build any tools or …

Automatic Language Detection for Low Resource Ho Language

D Bankira, D Banik, SR Dash… - 2023 OITS International …, 2023 - ieeexplore.ieee.org
In recent years, social media networking has grown into an amazing improvement in our
everyday ways of life. As its popularity grew, more people of all ages began to take …