Lexical co-occurrence, statistical significance, and word association

EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2011, Pages 1058-1068

  Chaudhari, Dipak L ^a   Damani, Om P ^a   Laxman, Srivatsan ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATA; CO-OCCURRENCE; EMPIRICAL EVALUATIONS; NULL MODEL; STATISTICAL SIGNIFICANCE; WORD ASSOCIATION;

COMPUTATIONAL LINGUISTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053233947     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (33)

1. Eneko Agirre, Enrique Alfonseca, Keith Hall, Jana Kravalova, Marius Pasca, and Aitor Soroa. 2009. A study on similarity and relatedness using distributional and wordnet-based approaches. In NAACL-HLT.
2. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka. 2007. Measuring semantic similarity between words using web search engines. In WWW, pages 757-766.
3. Alexander Budanitsky and Graeme Hirst. 2006. Evaluating wordnet-based measures of lexical semantic relatedness. Computational Linguists, 32(1):13-47.
4. Hsin-Hsi Chen, Ming-Shun Lin, and Yu-Chuan Wei. 2006. Novel association measures using web search with double checking. In ACL.
5. Kenneth Ward Church and Patrick Hanks. 1989. Word association norms, mutual information and lexicography. In ACL, pages 76-83.
6. L. R. Dice. 1945. Measures of the amount of ecological association between species. Ecology, 26:297-302.
7. Ted Dunning. 1993. Accurate methods for the statistics of surprise and coincidence. Computational Linguistics, 19(1):61-74.
8. ESSLLI. 2008. Free association task at lexical semantics workshop esslli 2008. http://wordspace.collocations.de/doku.php/workshop:esslli:task.
9. Lev Finkelstein, Evgeniy Gabrilovich, Yossi Matias, Ehud Rivlin, Zach Solan, Gadi Wolfman, and Eytan Ruppin. 2002. Placing search in context: the concept revisited. ACM Trans. Inf. Syst., 20(1):116-131.
10. Evgeniy Gabrilovich and Shaul Markovitch. 2007. Computing semantic relatedness using wikipedia-based explicit semantic analysis. In IJCAI.
11. Robert Goldfarb and Harvey Halpern. 1984. Word association responses in normal adult subjects. Journal of Psycholinguistic Research, 13(1):37-55.
12. T Hughes and D Ramage. 2007. Lexical semantic relatedness with random graph walks. In EMNLP.
13. P. Jaccard. 1912. The distribution of the flora of the alpine zone. New Phytologist, 11:37-50.
14. Svante Janson and Jan Vegelius. 1981. Measures of ecological association. Oecologia, 49:371-376.
15. Mario Jarmasz. 2003. Rogets thesaurus as a lexical resource for natural language processing. Technical report, University of Ottowa.
16. G. Kent and A. Rosanoff. 1910. A study of association in insanity. American Journal of Insanity, pages 317-390.
17. G. Kiss, C. Armstrong, R. Milroy, and J. Piper. 1973. An associative thesaurus of english and its computer analysis. In The Computer and Literary Studies, pages 379-382. Edinburgh University Press.
18. T. Landauer and S. Dumais. 1997. The latent semantic analysis theory of acquisition, induction, and representation of knowledge. In Psychological Review, volume 104/2, pages 211-240.
19. Sonya Liberman and Shaul Markovitch. 2009. Compact hierarchical explicit semantic representation. In Proceedings of the IJCAI 2009 Workshop on User-Contributed Knowledge and Artificial Intelligence: An Evolving Synergy (WikiAI09), Pasadena, CA, July.
20. G.A. Miller and W.G. Charles. 1991. Contextual correlates of semantic similarity. Language and Cognitive Processes, 6(1):1-28.
21. David Milne and Ian H. Witten. 2008. An effective, low-cost measure of semantic relatedness obtained from wikipedia links. In ACL.
22. D. Nelson, C. McEvoy, J. Walling, and J. Wheeler. 1980. The university of south florida homograph norms. Behaviour Research Methods and Instrumentation, 12:16-37.
23. A Ochiai. 1957. Zoogeografical studies on the soleoid fishes found in japan and its neighbouring regions-ii. Bulletin of the Japanese Society of Scientific Fisheries, 22.
24. Pavel Pecina and Pavel Schlesinger. 2006. Combining association measures for collocation extraction. In ACL.
25. Herbert Rubenstein and John B. Goodenough. 1965. Contextual correlates of synonymy. Communications of the ACM, 8(10):627-633, October.
26. W.A. Russell and J.J. Jenkins. 1954. The complete minnesota norms for responses to 100 words from the kent-rosanoff word association test. Technical report, Office of Naval Research and University of Minnesota.
27. StopWordList. 2010. http://ir.dcs.gla.ac.uk/resources/linguistic-utils/ stop-words. The Information Retrieval Group, University of Glasgow. Accessed: November 15, 2010.
28. Michael Strube and Simone Paolo Ponzetto. 2006. Wikirelate! computing semantic relatedness using wikipedia. In AAAI, pages 1419-1424.
29. T. Wandmacher, E. Ovchinnikova, and T. Alexandrov. 2008. Does latent semantic analysis reflect human associations? In European Summer School in Logic, Language and Information (ESSLLI'08).
30. Justin Washtell and Katja Markert. 2009. A comparison of windowless and window-based computational association measures as predictors of syntagmatic human associations. In EMNLP, pages 628-637.
31. Katherine K. White and Lise Abrams. 2004. Free associations and dominance ratings of homophones for young and older adults. Behavior Research Methods, Instruments, & Computers, 36(3):408-420.
32. Wikipedia. April 2008. http://www.wikipedia.org.
33. Eric Yeh, Daniel Ramage, Chris Manning, Eneko Agirre, and Aitor Soroa. 2009. Wikiwalk: Random walks on wikipedia for semantic relatedness. In ACL workshop "TextGraphs-4: Graph-based Methods for Natural Language Processing".