M. Amin Farajian

Tower: An Open Multilingual Large Language Model for Translation-Related Tasks

2024 · arXiv (Cornell University)

While general-purpose large language models (LLMs) demonstrate proficiency on multiple tasks within the domain of translation, approaches based on open LLMs are competitive only when specializing on a single task. In this paper, we propose …

Multi-Domain Neural Machine Translation through Unsupervised Adaptation

2017

We investigate the application of Neural Machine Translation (NMT) under the following three conditions posed by realworld application scenarios. First, we operate with an input stream of sentences coming from many different domains and with …