The field of machine translation (MT), the automatic translation of written text from one
natural language into another, has experienced a major paradigm shift in recent years …

This paper presents the results of the shared tasks from the 8th workshop on Asian
translation (WAT2021). For the WAT2021, 28 teams participated in the shared tasks and 24 …

The field of machine translation (MT), the automatic translation of written text from one
natural language into another, has experienced a major paradigm shift in recent years …

This paper describes our submission for the English-Tamil news translation task of WMT-
2020. The various techniques and Neural Machine Translation (NMT) models used by our …

This thesis has been divided into six chapters namely: Introduction, Karaka Model and it
impacts on Dependency Parsing, LT Resources for Bhojpuri, English-Bhojpuri SMT System …

The development strategies of English-to-Bengali neural machine translation (NMT) systems
are reported in this paper. Several attention mechanisms on the development of English-to …

With the advent of deep learning, research in many areas of machine learning is converging
towards the same set of methods and models. For example, long short-term memory …

NUIG-Panlingua-KMI submission to WMT 2020 seeks to push the state-of-the-art in Similar
Language Translation Task for Hindi↔ Marathi language pair. As part of these efforts, we …

This thesis addresses the significant underrepresentation of certain languages in Natural
Language Processing (NLP), focusing on low-resource languages with complex …

This paper presents the system description of Machine Translation (MT) systems for English-
Bangla language pair. Our goal was to create two benchmark MT systems that produce a …