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  • 标题:Towards Recognition of Spatial Relations between Entities for Polish
  • 其他标题:Rozpoznawanie relacji przestrzennych między obiektami fizycznymi w języku polskim
  • 本地全文:下载
  • 作者:MICHAŁ MARCIŃCZUK ; MICHAŁ MARCIŃCZUK ; MARCIN OLEKSY
  • 期刊名称:Cognitive Studies | Études cognitives
  • 印刷版ISSN:2080-7147
  • 电子版ISSN:2392-2397
  • 出版年度:2016
  • 期号:16
  • 页码:119-132
  • DOI:10.11649/cs.2016.011
  • 语种:English
  • 出版社:Institute of Slavic Studies, Polish Academy of Sciences
  • 摘要:In this paper, the problem of spatial relation recognition in Polish is examined. We present the different ways of distributing spatial information throughout a sentence by reviewing the lexical and grammatical signals of various relations between objects. We focus on the spatial usage of prepositions and their meaning, determined by the ‘conceptual’ schemes they constitute. We also discuss the feasibility of a comprehensive recognition of spatial relations between objects expressed in different ways by reviewing the existing tools and resources for text processing in Polish. As a result, we propose a heuristic method for the recognition of spatial relations expressed in various phrase structures called spatial expressions. We propose a definition of spatial expressions by taking into account the limitations of the available tools for the Polish language. A set of rules is used to generate candidates of spatial expressions which are later tested against a set of semantic constraints. The results of our work on recognition of spatial expressions in Polish texts were partially presented in (Marcińczuk, Oleksy, & Wieczorek, 2016). In that paper we focused on a detailed analysis of errors obtained using a set of basic morphosyntactic patterns for generating spatial expression candidates - we identified and described the most common sources of errors, i.e. incorrectly recognized or unrecognized expressions. In this paper we focused mainly on the preliminary stages of spatial expression recognition. We presented an extensive review on how the spatial information can be encoded in the text, types of spatial triggers in Polish and a detailed evaluation of morphosyntactic patterns which can be used to generate spatial expression candidates.
  • 其他摘要:Artykuł dotyczy zagadnienia rozpoznawania relacji przestrzennych w języku polskim. Autorzy przedstawili różne sposoby przekazywania w tekstach informacji na temat relacji przestrzennych między obiektami fizycznymi, uwzględniając sygnały o charakterze leks
  • 关键词:information extraction; semantic relations; Polish
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