Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation

Information Science, Computer Science, Artificial Intelligence,
Neural Machine Translation   Low-Resource Domain Adaptation   Curriculum Learning   Domain Shift   Robustness   Adaptability   Denoising  

Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation Research Background and Problem Statement In recent years, Neural Machine Translation (NMT) has become a benchmark technology in natural language processing. However, while NMT achieves near-human translation performance on large-scale parallel corpora, its effectivenes...