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  1. Edinburgh is the capital city of Scotland and one of its 32 council areas. Located in the south-east of Scotland, it is bounded to the north by the Firth of Forth estuary and to the south by the Pentland Hills. With a population of 506,520 in mid-2020, Edinburgh is the second-largest city in Scotland by population and the seventh-largest in the ...

  2. en.wikipedia.org › wiki › WikipediaWikipedia - Wikipedia

    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.

  3. according to International Monetary Fund estimates [n 1] [1] Countries by nominal GDP in 2019 [n 2] > $20 trillion. $10–20 trillion. $5–10 trillion. $1–5 trillion. $750 billion – $1 trillion. $500–750 billion. $250–500 billion.

    • 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.
  4. en.wikipedia.org › wiki › GoogleGoogle - Wikipedia

    Google is also the largest search engine, mapping and navigation application, email provider, office suite, online video platform, photo and cloud storage provider, mobile operating system, web browser, machine learning framework, and AI virtual assistant provider in the world as measured by market share. [18]

  5. en.wikipedia.org › wiki › IndiaIndia - Wikipedia

    India, officially the Republic of India (ISO: Bhārat Gaṇarājya),[21] is a country in South Asia. It is the seventh-largest country by area; the most populous country as of June 2023;[22][23] and from the time of its independence in 1947, the world's most populous democracy.[24][25][26] Bounded by the Indian Ocean on the south, the Arabian ...

  6. As of 2023, the Eastern champions have a 40–37 advantage in NBA titles over the Western champions, with their most recent being the Milwaukee Bucks in 2021. [15] [better source needed] The Boston Celtics and the Minneapolis/Los Angeles Lakers have won a combined total of 34 NBA championships, with 17 apiece in their rivalry. [16]

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