Comparison of semantic similarity for different languages using the Google n-gram corpus and second-order co-occurrence measures

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6657 LNAI, Issue , 2011, Pages 216-221

  Joubarne, Colette ^a   Inkpen, Diana ^a  

^a UNIVERSITY OF OTTAWA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; RAPID THERMAL ANNEALING; SEMANTICS;

CO-OCCURRENCE; ENGLISH WORD; HUMAN EVALUATION; SECOND ORDERS; SEMANTIC SIMILARITY; SIMILARITY SCORES; WORD SIMILARITY; WORD-PAIRS;

COMPUTATIONAL LINGUISTICS;

EID: 79957933745     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21043-3_26     Document Type: Conference Paper

References (10)

1. Budanitsky, A., Hirst, G.: Semantic distance in WordNet: An experimental, application-oriented evaluation of five measures. In: Proceedings of the NAACL Workshop on WordNet and Other Lexical Resources, Pittsburgh (2001)
2. Cramer, I.: How Well Do Semantic Relatedness Measures Perform? A Meta-Study. In: Proceedings of STEP 2008 Conference, vol. 1, pp. 59-70 (2008)
3. Gabrilovich, E., Markovitch, S.: Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis. In: Proceedings of The 20th International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India (January 2007)
4. Hassan, S., Mihalcea, R.: Cross-lingual Relatedness using Encyclopedic Knowledge. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), Singapore, pp. 1192-1201 (August 2009) (to appear)
5. Inkpen, D., Desliets, A.: Semantic Similarity for Detecting Recognition Errors in Automatic Speech Transcripts. In: EMNLP 2005, Vancouver, Canada (2005)
6. Islam, A., Inkpen, D.: Second Order Co-occurrence PMI for Determining the Semantic Similarity of Words. In: Proceedings of the International Conference on Language Resources and Evaluation (LREC 2006), Genoa, Italy, pp. 1033-1038 (May 2006)
7. Jarmasz, M., Szpakowicz, S.: Roget's Thesaurus and semantic similarity. In: Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2003), Borovets, Bulgaria, pp. 212-219 (2003)
8. Miller, G.A., Charles, W.G.: Contextual correlates of semantic similarity. Language and Cognitive Processes 6(1), 1-28 (1991)
9. Mohammad, S., Gurevych, I., Hirst, G., Zesch, T.: Cross-lingual distributional profiles of concepts for measuring semantic distance. In: Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP/CoNLL 2007), Prague, Czech Republic (2007)
10. Rubenstein, H., Goodenough, J.B.: Contextual correlates of synonymy. Communications of the ACM 8(10), 627-633 (1965)