Using Statistical Search to Discover Semantic Relations of Political Lexica – Evidences from Bulgarian-Slovak EUROPARL 7 Corpus

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• 关键词：Data mining ; Combinatorics on words ; Machine translation
• 刊名：Lecture Notes in Computer Science
• 出版年：2016
• 出版时间：2016
• 年：2016
• 卷：9582
• 期：1
• 页码：335-339
• 全文大小：2,346 KB
• 参考文献：1.Gale, W., Church, K.: A program for aligning sentences in bilingual corpora. Comput. Linguist. 19(1), 5–102 (1993)
  2.Kilgarriff, A., Reddy, S., Pomikalek, J., Avinesh, P.: A corpus factory for many languages. In: Proceedings of the LREC 2010, pp. 904–910 (2010)
  3.Kilgarriff, A., Rundell, M.: Lexical profiling software and its lexicographic applications: a case study. In: Proceedings from EURALEX 2002, pp. 807–811 (2002)
  4.Kilgarriff, A., Rychly, P., Smrz, P., Tugwell, D.: The sketch engine. In: Proceedings from EURALEX 2004, pp. 105–116 (2004)
  5.Koehn, P.: Europarl: A parallel corpus for statistical machine translation. In: Proceedings from MT Summit, pp. 79–86 (2005)
  6.Michelfeit, J.: Parallel corpora in sketch engine. In: Sketch Engine Workshop IV, Tallinn (2013) (presentation)
  7.Ondrejovic, S.: Between purism and glocalism. In: Sociolinguistica Slovaca, vol. 8, pp. 25–32. VEDA (2014)
  8.Stoykova, V., Petkova, E.: Automatic extraction of mathematical terms for precalculus. In: Proceedia Technology, vol. 1, pp. 464–468. Elsevier (2012)
  9.Stoykova, V., Simkova, M., Majchrakova, D., Gajdosova, K.: Detecting time expressions for bulgarian and slovak language from electronic text corpora. Proc. Soc. Behav. Sci. 186, 257–260 (2015). ElsevierCrossRef
  
• 作者单位：Velislava Stoykova (16)
  
  16. Institute for Bulgarian Language - BAS, 52, Shipchensky Proh. Str., Bl. 17, 1113, Sofia, Bulgaria
  
• 丛书名：Mathematical Aspects of Computer and Information Sciences
• ISBN：978-3-319-32859-1
• 刊物类别：Computer Science
• 刊物主题：Artificial Intelligence and Robotics
  Computer Communication Networks
  Software Engineering
  Data Encryption
  Database Management
  Computation by Abstract Devices
  Algorithm Analysis and Problem Complexity
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1611-3349
• 卷排序：9582

文摘

The paper presents statistical approach to discover semantic relations of political lexica using parallel Bulgarian-Slovak EUROPARL 7 Corpus. It employs statistical properties incorporated in the Sketch Engine software to generate concordances, co-occurrences and collocations. A comparative analysis of semantic structure of political lexica investigating synonymic, attributive and reciprocal semantic relations of most frequent key words from two parallel corpora – for both Bulgarian and Slovak languages is offered. The paper address some issue related to correct terms discovery, their translations and use in political speech. Finally, more general conclusions about semantic properties of political lexica are presented.