adaptmllm: Fine-tuning multilingual language models on low-resource languages with integrated llm playgrounds
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 …
has spawned innovation in many areas of natural language processing. Despite the exciting …
Human evaluation of English–Irish transformer-based NMT
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 …
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 …
health professionals, patients and the general public. For many reasons, like in other …
A human evaluation of English-Irish statistical and neural machine translation
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 …
(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 …
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
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 …
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.
Para a tradução automática baseada em corpus, seja estatística ou neuronal, são
necessários grandes volumes de traduções humanas entre duas línguas. Algumas línguas …
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
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 …
(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 …
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 …
machine translation in legal, health and general domains. The evaluation of the current MT …