This article shows a step-by-step implementation of a Multi-lingual Neural Machine Translation (MNMT) model. In this implementation, we build an encoder-decoder architecture-based MNMT. An overview of MNMT: Before diving into the implementation, let’s take a step back and understand what Multi-lingual Neural Machine Translation (MNMT) models mean. Surprisingly, there are around 7,100 languages that…

I started applying for a graduate school (Abroad) one year before my undergrad graduation. I had never thought how hard it would be to land a graduate study with full funding until it took me a whole lot of 11 months to get acceptance with half scholarship. …