Automatic acquisition of synonyms of verbs from an explanatory dictionary using hyponym and hyperonym relations
作者： Noé Alejandro Castro-Sánchez , Grigori Sidorov
DOI: 10.1007/978-3-642-21587-2_35
关键词:
摘要: In this paper we present an automatic method for extraction of synonyms verbs from explanatory dictionary based only on hyponym/hyperonym relations existing between the defined and genus used in their definitions. The set pairs verb-genus can be considered as a directed graph, so applied algorithm to identify cycles these kind structures. We found that some represent chains synonyms. obtain high precision low recall.
springer.com
ipn.mx 参考文章(13)
Graeme Hirst, Tong Wang, Extracting Synonyms from Dictionary Definitions recent advances in natural language processing. pp. 471- 477 ,(2009)
Alexander Gelbukh, Olga Kolesnikova, Supervised learning for semantic classification of Spanish collocations mexican conference on pattern recognition. pp. 362- 371 ,(2010) , 10.1007/978-3-642-15992-3_38
Alexander Gelbukh, Grigori Sidorov, Automatic Selection of Defining Vocabulary in an Explanatory Dictionary international conference on computational linguistics. pp. 300- 303 ,(2002) , 10.1007/3-540-45715-1_29
Vincent D. Blondel, Pierre P. Senellart, Automatic extraction of synonyms in a dictionary ,(2002)
Alexander F. Gelbukh, Computational Linguistics and Intelligent Text Processing ,(2001)
Richard G. Casey, George Nagy, Advances in Pattern Recognition Scientific American. ,vol. 224, pp. 56- 71 ,(1971) , 10.1038/SCIENTIFICAMERICAN0471-56
Philippe Muller, Nabil Hathout, Bruno Gaume, Synonym Extraction Using a Semantic Distance on a Dictionary workshop on graph based methods for natural language processing. pp. 65- 72 ,(2006) , 10.3115/1654758.1654773
Donald B. Johnson, Finding All the Elementary Circuits of a Directed Graph SIAM Journal on Computing. ,vol. 4, pp. 77- 84 ,(1975) , 10.1137/0204007
James C. Tiernan, An efficient search algorithm to find the elementary circuits of a graph Communications of The ACM. ,vol. 13, pp. 722- 726 ,(1970) , 10.1145/362814.362819
Robert Tarjan, Depth-First Search and Linear Graph Algorithms SIAM Journal on Computing. ,vol. 1, pp. 146- 160 ,(1972) , 10.1137/0201010