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By 2020, the system had been replaced by another deep learning system based on a Transformer encoder and an RNN decoder. [10] GNMT improved on the quality of translation by applying an example-based (EBMT) machine translation method in which the system learns from millions of examples of language translation. [2]
Further there are and have been several indirect users of the Translate Toolkit API: Pootle - an online translation tool; open-tran - providing translation memory lookup (was shut down on January 31, 2014.) [3] Wordforge (old name Pootling) - an offline translation tool for Windows and Linux; Rosetta - free translation web service offered by ...
Google Translate is a multilingual neural machine translation service developed by Google to translate text, documents and websites from one language into another. It offers a website interface, a mobile app for Android and iOS, as well as an API that helps developers build browser extensions and software applications. [3]
In order to be competitive on the machine translation task, LLMs need to be much larger than other NMT systems. E.g., GPT-3 has 175 billion parameters, [40]: 5 while mBART has 680 million [34]: 727 and the original transformer-big has “only” 213 million. [31]: 9 This means that they are computationally more expensive to train and use.
3.4.2: Yes: Rule-based, shallow transfer; all programs and language data are free and open source Babylon: Windows, Mac: Proprietary software: Depends on license ($9.90–$89 for one license) 10.3: No: Prompts to install the Babylon Toolbar, a browser hijacker which is difficult to remove. [2] [3] DeepL: Cross-platform (web application) SaaS
Google Translator Toolkit by default used Google Translate to automatically pre-translate uploaded documents which translators could then improve. Google Inc released Google Translator Toolkit on June 8, 2009. [2] This product was expected to be named Google Translation Center, as had been announced in August 2008.
DeepL Translator is a neural machine translation service that was launched in August 2017 and is owned by Cologne-based DeepL SE. The translating system was first developed within Linguee and launched as entity DeepL .
The Google Brain team contributed to the Google Translate project by employing a new deep learning system that combines artificial neural networks with vast databases of multilingual texts. [21] In September 2016, Google Neural Machine Translation (GNMT) was launched, an end-to-end learning framework, able to learn from a large number of ...