2023
ACL
ACL 2023
Few-shot Spanish-Aymara Machine Translation Using English-Aymara Lexicon
Abstract
AbstractThis paper presents the experiments to train a Spanish-Aymara machine translation model for the AmericasNLP 2023 Machine Translation shared task. We included the English-Aymara GlobalVoices corpus and an English-Aymara lexicon to train the model and limit our training resources to train the model in a \textit{few-shot} manner.
🌉
Interdisciplinary Bridge
— Machine Learning and Natural Language Processing
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Cross-Pollinator
— Artificial Intelligence, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Speech & Audio
Authors
Topics
Natural Language Processing > Applications > Machine Translation
Machine Learning > Learning Paradigms > Few-Shot Learning
Machine Learning > Learning Types > Few-Shot Learning
Machine Learning > Learning Types > Transfer Learning
Natural Language Processing > Generation > Machine Translation
Deep Learning > Learning Types > Few-Shot Learning