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National Repository of Grey Literature 1 records found  Search took 0.00 seconds. 
Discovering the structure of natural language sentences by semi-supervised methods
 Rosa, Rudolf ; Žabokrtský, Zdeněk (advisor) ; Tiedemann, Jörg (referee) ; Horák, Aleš (referee)
Discovering the structure of natural language sentences by semi-supervised methods Rudolf Rosa In this thesis, we focus on the problem of automatically syntactically ana- lyzing a language for which there is no syntactically annotated training data. We explore several methods for cross-lingual transfer of syntactic as well as morphological annotation, ultimately based on utilization of bilingual or multi- lingual sentence-aligned corpora and machine translation approaches. We pay particular attention to automatic estimation of the appropriateness of a source language for the analysis of a given target language, devising a novel measure based on the similarity of part-of-speech sequences frequent in the languages. The effectiveness of the presented methods has been confirmed by experiments conducted both by us as well as independently by other respectable researchers. 1
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