administered by: funded by: multilingualism on the internet: putting the world in the world-wide web...
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![Page 1: Administered by: Funded by: Multilingualism on the Internet: Putting the World in the World-Wide Web Arle Lommel Deutsches Forschungszentrum für Künstliche](https://reader035.vdocuments.us/reader035/viewer/2022070323/56649da65503460f94a9122d/html5/thumbnails/1.jpg)
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Multilingualism on the Internet:Putting the World in the World-Wide Web
Arle LommelDeutsches
Forschungszentrum für Künstliche Intelligenz (DFKI)
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SOME BACKGROUND
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The Vision of the World Wide Web
This works at the data level: you can access the Internet from (almost) anywhere in the world
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The Reality: Multiple Webs
Based onhttp://www.internetworldstats.com/stats7.htm
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Change
• Since 2000:– Chinese grew ~1500%– Arabic grew ~2500%– Russian grew ~1800%– Top ten languages grew 421%– Rest of the world grew 589%
Based onhttp://www.internetworldstats.com/stats7.htm
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Alexa Rankings in Germany
• Google.de• Facebook.com• Google.com• Youtube.com• Ebay.de• Amazon.de• Wikipedia.org• Spiegel.de• Bild.de• Yahoo.com
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Alexa Rankings in China
• Baidu.com• QQ.com• Taovao.com• Sina.com.cn• Google.com.hk• 163.com• Weibo.com• Sohu.com• Google.com• Ifeng.com
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Why the Difference?
• Culture: Different sites are adapted to different cultures
• Language: You can’t access what you can’t read
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Culture
• Difference is good…• You can (usually) deal with cultural
difference• It enriches our experience• Great if we could access Chinese
sites to learn…
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Language is the Key Issue
• Language both enables and prevents cultural contact
• Solutions?–We all learn the same language–We all learn every language– Translation
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Two Translation Approaches
• Push: The content creator supplies the translation: E.g., translation company does the work
• Pull: The content consumer gets the translation: E.g., Google Translate
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Why Not Human Translation for Everything?
• Expensive (€0,25/word is common): a 5000-word document can cost €1.250 for one language
• Not enough translators• Not suitable for on-demand needs• Not all languages are available
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Why Not Google Translate for Everything?
• Quality is a major issue• Lack of integration: not easy to
access• No social interaction• Relies on human translation
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Intelligence Creates Quality
• To fix quality (for humans or machines), you need intelligence…
• Intelligence allows you to deduce things you would not otherwise be able to understand
• Should “Different Types of Windows Are Very Useful” be?– Verschiedene Arten von Windows sind sehr
nützlich– Verschiedene Arten von Fenster sind sehr
nützlich
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Humans Are…
• Very good at:– deduction– dealing with (implicit) context– adding intelligence– dealing with exceptions
• Very bad at:– doing things quickly– doing the same thing over and over
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Machines Are…
• Very good at:– doing things quickly– doing the same thing over and over
• Very bad at:– deduction– dealing with (implicit) context– adding intelligence– dealing with exceptions
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If Machines Cannot Add Intelligence…
• Then we need to make data intelligent
• Apply what humans do well to enable machines to do what they do well
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Example
• An alcoholic beverage slogan:• “Give the Gift of Mist”• Do we translate this or not?
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Examples
• The “translate” attribute (already in HTML5):–<p>He bought a <span
translate=“no”>Super Soaker™</span> water gun at <span translate=“no”>Joe’s Toy Emporium</span></p>
• “Domain”:–Windows = Windows (IT)–Windows = Fenster (Construction)
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The MultilingualWeb-LT Project
• Seeks to…– Supply metadata to support the
translation of Web and “deep Web” content
– Simplify translation (and lower costs)– Improve quality of translation through
intelligent data– Create easy ways for content creators to
improve their source text
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The MultilingualWeb-LT Project
• Administered through the World Wide Web Consortium
• Funded by the European Commission• Run through the German Research
Centre for Artificial Intelligence • Representatives of industry,
research, academia• Focus on concrete deliverables
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Proposed Scope
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Intended Outcome
• Lower barriers to information access• Lower cost of translation (for human
translation)• Increase quality (for all translation)• Enable linking of data across
languages (improve quality for all)
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So What Do We Need?
• Better dynamic translation tools: e.g., on on-line forums
• Better quality• Easier access to translation• Planning for translation• Support