Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair

no code implementations • MTSummit 2021 • Aakash Banerjee, Aditya Jain, Shivam Mhaskar, Sourabh Dattatray Deoghare, Aman Sehgal, Pushpak Bhattacharya

Techniques such as Phrase Table Injection (PTI) and back-translation and mixing of language corpora are used for enhancing the parallel data; whereas pivoting and multilingual embeddings are used to leverage transfer learning.

Machine Translation NMT +2

Multilingual Machine Translation Systems at WAT 2021: One-to-Many and Many-to-One Transformer based NMT

no code implementations • ACL (WAT) 2021 • Shivam Mhaskar, Aditya Jain, Aakash Banerjee, Pushpak Bhattacharyya

In this paper, we present the details of the systems that we have submitted for the WAT 2021 MultiIndicMT: An Indic Language Multilingual Task.

Machine Translation NMT