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- W1565384306 abstract "Language identification an important taskfor web information retrieval. This paperpresents the implementation of a tool forlanguage identification in mono- and multilingualdocuments. The tool implementsfour algorithms for language identification.Furthermore, we present a n-gramapproach for the identification oflanguages in multi-lingual documents. Anevaluation for monolingual texts of variedlength is presented. Results for eightlanguages including Ukrainian andRussian are shown. It could be shown thatn-gram-based approaches outperformword-based algorithms for short texts. Forlonger texts, the performance iscomparable. The evaluation for multilingualdocuments is based on both shortsynthetic documents and real world webdocuments. Our tool is able to recognizethe languages present as well as thelocation of the language change withreasonable accuracy." @default.
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- W1565384306 date "2006-01-01" @default.
- W1565384306 modified "2023-09-27" @default.
- W1565384306 title "Evaluation of a LanguageIdentification System forMono- and Multi-lingualText Documents" @default.
- W1565384306 hasPublicationYear "2006" @default.
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