Measuring the Semantic Similarity of Texts Export

@inproceedings{citeulike:5985048, abstract = {This paper presents a knowledge-based method for measuring the semanticsimilarity of texts. While there is a large body of previous work focused on finding the semantic similarity of concepts and words, the application of these wordoriented methods to text similarity has not been yet explored. In this paper, we introduce a method that combines wordto- word similarity metrics into a text-totext metric, and we show that this method outperforms the traditional text similarity metrics based on lexical matching.}, address = {Ann Arbor, Michigan}, author = {Corley, Courtney and Mihalcea, Rada}, booktitle = {Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment}, citeulike-article-id = {5985048}, citeulike-linkout-0 = {http://www.aclweb.org/anthology-new/W05/W05-1203.bib}, citeulike-linkout-1 = {http://www.aclweb.org/anthology-new/W05/W05-1203.pdf}, keywords = {semantic\_similarity, word\_clustering, word\_similarity}, month = {June}, pages = {13--18}, posted-at = {2009-10-22 16:24:50}, priority = {2}, publisher = {Association for Computational Linguistics}, title = {Measuring the Semantic Similarity of Texts}, url = {http://www.aclweb.org/anthology-new/W05/W05-1203.bib}, year = {2005} }

TY - CONF ID - citeulike:5985048 L3 - citeulike-article-id:5985048 N2 - This paper presents a knowledge-based method for measuring the semanticsimilarity of texts. While there is a large body of previous work focused on finding the semantic similarity of concepts and words, the application of these wordoriented methods to text similarity has not been yet explored. In this paper, we introduce a method that combines wordto- word similarity metrics into a text-totext metric, and we show that this method outperforms the traditional text similarity metrics based on lexical matching. AD - Ann Arbor, Michigan EP - 18 TI - Measuring the Semantic Similarity of Texts PB - Association for Computational Linguistics T2 - Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment SP - 13 KW - semantic_similarity KW - word_clustering KW - word_similarity AU - Corley, Courtney AU - Mihalcea, Rada PY - 2005/June// UR - http://www.aclweb.org/anthology-new/W05/W05-1203.bib ER -