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Also, in the case of HMM/DNN hybrid, it has been shown that NN training of hidden layers on multiple languages can boost a cross-lingual transfer [32, 33], while the output layers are made language dependent.
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The experiments focused on multiple language text sentiment classification where English is used in the source and three other languages are separately used in the target.
It intrigues me, their use of multiple languages.
One other promising language-related app I tried, Hello-Hello, with free trial versions for multiple languages on iPad and Android and paid upgrades, is also working on improvements.
Openmoko, creator of WikiReader, encourages the use of multiple language Wikis on a single microSD memory card or storing them on numerous MicroSD cards and swapping them out in the easily accessible WikiReader microSD slot.
However, while some startups and services focus on breadth and offer support for multiple languages, Colingo is trying to stand out from the pack by focusing on English-language proficiency and learning.
Also new is support for multiple languages.
Technology will change the need for multiple languages, for multiple cultures, for multiple currencies, for multiple legal systems -- even for multiple personal meanings.
Google says Translate in Now on Tap will also be able to recognize multiple languages on your screen and translate them accordingly.
Even as he is denounced on talk radio, whispered about in his quiet neighborhood and attacked in multiple languages on the Internet, Dr. Mirkin is being celebrated as a hero for academic freedom.
Psychometric evaluation of each language version is necessary, at least on first use, before analysing data from multiple languages as one dataset.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com