How can we improve the ability of machine translation to handle code-switching (the mixing of two or more languages in conversation)?

Neural Machine Translation (NMT) systems ... I work on multilingual models, machine translation, speech recognition, and NLP for under-served languages. Machine translation technology enables the conversion of text or speech from one language to another using computer algorithms. I am currently an applied researcher and manager with research interests in the areas of machine learning, natural language processing, machine translation, ... Apr 22, 2023 ... If so, any advice on automated scripts for breakdown and reconstruction of text for python? Or maybe there are better models that can translate ... Sep 19, 2023 ... It involves the automatic translation of text from one language to another. With advancements in deep learning and neural machine translation ... Apr 12, 2019 ... 1 Answer 1 ... I think your case would benefit from tunning a existing language to the new one but that is only a good approach if you plan to use ... ... Machine Translation. 2022-07-27 Gave an invited presentation at IJCAI on Including Signed Languages in NLP. My first in-person conference yay! 2022-07-09 ... Jun 9, 2023 ... The field of machine translation has undergone a profound transformation due to the advancements in artificial intelligence and natural language processing. Advanced AI and machine translation services for fast, accurate translations, enhancing global communication with cutting-edge technology. Aug 22, 2023 ... Machine translation (MT) is a subfield of computational linguistics that focuses on the automated translation of text or speech from one language to another.