How does back-translation help in improving NMT models?

Jul 6, 2022 ... BLEU, a seminal benchmark for testing the efficacy of machine translation and natural language generation tasks, was published 20 years ago. Listed in Gartner Hype Cycle of NLP Technologies Neural Machine Translation in 2024 and Language Technologies in 2023. It is not just us saying it. Gartner has ... May 11, 2022 ... Posted by Isaac Caswell and Ankur Bapna, Research Scientists, Google Translate Machine translation (MT) technology has made significant ... Machine Translation (MT) is an important area of Natural Language Processing (NLP) and a crucial application for an increasingly globalized world. Although ... Jun 9, 2023 ... The field of machine translation has undergone a profound transformation due to the advancements in artificial intelligence and natural language processing. Website. Research Areas Machine translation Natural language processing Machine learning Artificial intelligence. Philipp Koehn, a professor of computer ... This course will show you how they work. We cover fundamental building blocks from linguistics, machine learning (especially deep learning), algorithms, and ... Dec 21, 2022 ... Statistical machine translation, known as SMT or StatMT, is an approach to machine translation that yields the most probable output (translation) of each ... The NLP group at Notre Dame is interested in all aspects of NLP, with a focus on machine translation and connections with formal language theory. I am currently an applied researcher and manager with research interests in the areas of machine learning, natural language processing, machine translation, ...