140:: If a user enters the query "pie-fruit" into a search engine, a standard search engine will retrieve pages containing the words "pie" but not the word "fruit", providing plenty of pages on "apple pie". An intelligent search engine will "understand" that the user is interested in pie recipes that do not use any type of fruit and retrieve appropriate documents.
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The
Darmstadt Knowledge Processing Software Repository (DKPro) is an open source community of software projects aimed at Natural Language Processing. It offers robust, ready to use NLP components which are built on top of IBM’s
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A strong focus at UKP Lab is on utilizing novel natural language processing algorithms in real-life applications. UKP Lab collaborates with partners from academia and industry to improve various application scenarios, such as
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contains spelling errors, abbreviations and emoticons which prohibit direct application of standard NLP components. DKPro provides the required preprocessing tools.
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Parallel to JWPL, the Java
Wiktionary Library (JWKTL) offers programmatic access to information contained in the English and the German versions of
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Zesch, MĂĽller, Gurevych: Extracting
Lexical Semantic Knowledge from Knowledge (XXG) and Wiktionary, Proceedings of LREC 2008.
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are employed as collaboratively constructed lexical semantic resources and used to improve expert-built resources like
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Ubiquitous Knowledge Processing Lab is among the leading research institutes in the field of utilizing
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techniques for automatically understanding written text and applies them to information management like
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and opinion mining. Research activities are organized into the following research areas:
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software. The following software packages are freely available for research purposes:
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for
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DKPro contains basic natural language processing components like
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Department of
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