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The city is located on the southern estuary of the Yangtze River, with the Huangpu River flowing through it. The population of the city proper is the third largest in the world, with around 29.2 million inhabitants in 2023, while the urban area is the most populous in China, with 39.3 million residents.
List of ISO 3166 country codes. The International Organization for Standardization ( ISO) created and maintains the ISO 3166 standard – Codes for the representation of names of countries and their subdivisions. [1] . The ISO 3166 standard contains three parts:
American Cemetery, where the film's opening and closing scenes are set. Saving Private Ryan is a 1998 American epic war film directed by Steven Spielberg and written by Robert Rodat. Set in 1944 in France during World War II, it follows a group of soldiers, led by Captain John Miller ( Tom Hanks ), on their mission to locate Private James ...
1086101 [4] Website. www .columbus .gov. Columbus ( / kəˈlʌmbəs /, kə-LUM-bəs) is the capital and most populous city of the U.S. state of Ohio. With a 2020 census population of 905,748, [10] it is the 14th-most populous city in the U.S., the second-most populous city in the Midwest after Chicago, and the third-most populous U.S. state ...
- Development
- CORE Products
- Bing Microsoft Translator Web App
- Supported Products
- Deprecated Products
- Supported Languages
- Community Partners
- External Links
History
The first version of Microsoft's machine translation system was developed between 1999 and 2000 within Microsoft Research. This system was based on semantic predicate-argument structures known as logical forms (LF) and was spun from the grammar correction feature developed for Microsoft Word. This system was eventually used to translate the entire Microsoft Knowledge Base into Spanish, French, German, and Japanese. Microsoft's approach to machine translation, like most modern machine translat...
Translation methodology and research
Microsoft Translator uses machine translation to create instantaneous translations from one natural language to another. This system is based on four distinct areas of computer learning research seen below.
Accuracy
The quality of Microsoft Translator’s machine translation outputs are evaluated using a method called the BLEUscore. BLEU (Bilingual Evaluation Understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the correspondence between a machine's output and that of a human. BLEU was one of the first metrics to achieve a high correlationwith human judgments of quality, and remains one of the most...
Microsoft Translator is a cloud-based API that is integrated into numerous Microsoft products and services. The Translator API can be used on its own and can be customized for use in a pre-publishing or post-publishing environment. The API, which is available through subscription, is free for lower translation volumes, and is charged according to a...
Bing Microsoft Translator (previously Live Search Translator, Windows Live Translator, and Bing Translator) is a user-facing translation portal provided by Microsoft as part of its Bing services to translate texts or entire web pages into different languages. All translation pairs are powered by the Microsoft Translator, a neural machine translatio...
Through its core product offerings, Microsoft Translator supports the translation features of many Microsoft products at the consumer and enterprise levels. These products fall broadly into three categories—communication products, Microsoft Office, and apps.
Collaborative Translation Framework
The Collaborative Translation Framework (CTF) is an extension of the Microsoft Translator API that allows post-publishing improvement of translated text.By using the CTF, readers have the ability to suggest alternative translations to those provided by the API, or vote on previously offered alternatives. This information is then delivered to the API to improve future translations.
Translator Web Widget
The Translator Web Widget is a translation tool that can be added to web pages by pasting a predefined snippet of JavaScript code into the page.The web widget is offered for free by Microsoft, and supports both pre-publishing customized translations using the Translator Hub, and post-publishing improvements using the Collaborative Translation Framework.
As of February 2024[update], Microsoft Translator supports 135 languages and language varieties.The list of supported languages is available at the Microsoft Translator website and can also be retrieved programmatically through the cloud services.
Microsoft Translator has engaged with community partners to increase the number of languages and to improve overall language translation quality. Below is a list of community partners that Microsoft Translator has teamed with. 1. CNGL Centre for Global Intelligent Content 2. Hmong Language Partners – Hmong Daw 3. Jawaharlal Nehru University – Urdu ...
"Free Translator for Text or Internet". microsofttranslator.com. (copyrightof Microsoft)"Use of Microsoft Copyrighted Content". Microsoft."Translator for Bing. Help & FAQs". Archived from the original on August 12, 2018. Retrieved Aug 12, 2018.Wikipedia is a free content online encyclopedia written and maintained by a community of volunteers, known as Wikipedians, through open collaboration and the wiki software MediaWiki.Wikipedia is the largest and most-read reference work in history, and is consistently ranked among the ten most visited websites; as of April 2024, it was ranked fourth by Semrush, and seventh by Similarweb.
The World Factbook, produced by the Central Intelligence Agency (CIA), estimates the ten most spoken languages ( L1 + L2) in 2022 as follows: [46] See also. Lingua franca. Lists of languages. List of languages by number of native speakers. List of languages by the number of countries in which they are recognized as an official language.
