adaptmllm: Fine-tuning multilingual language models on low-resource languages with integrated llm playgrounds

S Lankford, H Afli, A Way - Information, 2023 - mdpi.com
The advent of Multilingual Language Models (MLLMs) and Large Language Models (LLMs)
has spawned innovation in many areas of natural language processing. Despite the exciting …

Human evaluation of English–Irish transformer-based NMT

S Lankford, H Afli, A Way - Information, 2022 - mdpi.com
In this study, a human evaluation is carried out on how hyperparameter settings impact the
quality of Transformer-based Neural Machine Translation (NMT) for the low-resourced …

[PDF][PDF] Medical terminology issues: a feasibility study of machine translation in a low-resource language

R Kasperė, J Mikelionienė, D Venckienė - SKASE Journal of Translation …, 2023 - skase.sk
Medical knowledge may be targeted at a multitude of audiences, including researchers,
health professionals, patients and the general public. For many reasons, like in other …

A human evaluation of English-Irish statistical and neural machine translation

M Dowling, S Castilho, J Moorkens, T Lynn, A Way - 2020 - doras.dcu.ie
With official status in both Ireland and the EU, there is a need for high-quality English-Irish
(EN-GA) machine translation (MT) systems which are suitable for use in a professional …

Enhancing Neural Machine Translation of Low-Resource Languages: Corpus Development, Human Evaluation and Explainable AI Architectures

S Lankford - arXiv preprint arXiv:2403.01580, 2024 - arxiv.org
In the current machine translation (MT) landscape, the Transformer architecture stands out
as the gold standard, especially for high-resource language pairs. This research delves into …

A Research-Based Guide for the Creation and Deployment of a Low-Resource Machine Translation System

JE Ortega, K Church - … of the 14th International Conference on …, 2023 - aclanthology.org
The machine translation (MT) field seems to focus heavily on English and other high-
resource languages. Though, low-resource MT (LRMT) is receiving more attention than in …

[PDF][PDF] A LEI PAZ-ANDRADE EO APROVEITAMENTO DO PORTUGUÊS PARA A TRADUÇÃO AUTOMÁTICA EM GALEGO.

JR Pichel, I de-Dios-Flores, P Gamallo… - Journal of Language & …, 2022 - raco.cat
Para a tradução automática baseada em corpus, seja estatística ou neuronal, são
necessários grandes volumes de traduções humanas entre duas línguas. Algumas línguas …

[PDF][PDF] A neural machine translation system for spanish to galician through portuguese transliteration

JE Ortega, I de-Dios-Flores, JRP Campos… - Demo presented at …, 2022 - researchgate.net
We present a neural machine translation (NMT) system for translating Spanish to Galician
(ES–GL). Galician is a low-to-medium resource language found in Spain. Our NMT system is …

[PDF][PDF] Empirical Evaluation of Galician Machine Translation: Spanish–Galician and English–Galician Systems

SG González, GR Claramunt, JRP Campos - PROPOR 2024, 2024 - aclanthology.org
This paper establishes an empirical evaluation of English–Galician and Spanish–Galician
machine translation in legal, health and general domains. The evaluation of the current MT …

[PDF][PDF] Study of the State of the Art Galician Machine Translation: English-Galician and Spanish-Galician models

SG González, GR Claramunt - Proceedings of the 16th …, 2024 - aclanthology.org
This paper establishes an empirical evaluation of English–Galician and Spanish–Galician
machine translation in legal, health and general domains. The evaluation of the current MT …