Using context-window overlapping in synonym discovery and ontology extension

International Conference Recent Advances in Natural Language Processing, RANLP

Volumn 2005-January, Issue , 2005, Pages 437-443

  Ruiz Casado, María ^a   Alfonseca, Enrique ^a   Castells, Pablo ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS;

CONTEXT WINDOW; DISTRIBUTIONAL SEMANTICS; HYPONYMS; LATENT SEMANTIC ANALYSIS; ONTOLOGY ENRICHMENT; ONTOLOGY'S; SEMANTIC DISTANCE; STANDARD TESTS; TEST SETS; WINDOW-OVERLAPPING;

ONTOLOGY;

EID: 84962765189     PISSN: 13138502     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (41)

1. (Agirre et al. 00) E. Agirre, O. Ansa, E. Hovy, and D. Martinez. Enriching very large ontologies using the www. In Ontology Learning Workshop, ECAI, Berlin, Germany, 2000.
2. (Agirre et al. 01) E. Agirre, O. Ansa, D. Martínez, and E. Hovy. Enriching wordnet concepts with topic signatures. In Proceedings of the NAACL workshop on WordNet and Other lexical Resources: Applications, Extensions and Customizations, 2001.
3. (Alfonseca & Manandhar 02) E. Alfonseca and S. Manandhar. Extending a lexical ontology by a combination of distributional semantics signatures. In Knowledge Engineering and Knowledge Management, volume 2473 of Lecture Notes in Artificial Intelligence, pages 1-7. Springer Verlag, 2002.
4. (Banerjee & Pedersen 03) P. Banerjee and T. Pedersen. Using measures of semantic relatedness for word sense disambiguation. In Proceedings of the Fourth International Conference on Intelligent Text Processing and Computational Linguistics, Mexico City, February 2003.
5. (Berland & Charniak 99) M. Berland and E. Charniak. Finding parts in very large corpora. In Proceedings of ACL-99, 1999.
6. (Budanitsky & Hirst 01) A. Budanitsky and G. Hirst. Semantic distance in wordnet: An experimental, application-oriented evaluation of five measures. In Workshop on WordNet and Other Lexical Resources, Second meeting of NAACL, Pittsburgh, 2001.
7. (Cimiano & Staab 04) P. Cimiano and S. Staab. Clustering concept hierarchies from text. In Proceedings of LREC-2004, 2004.
8. (Cruse 86) D. A. Cruse. Lexical Semantics. Cambridge University Press, 1986.
9. (Curran 05) J. Curran. Supersense tagging of unknown nouns using semantic similarity. In Procs. of ACL'05, pages 26-33, 2005.
10. (Edmonds & Hirst 02) P. Edmonds and G. Hirst. Near synonymy and lexical choice. Computational Linguistics, 2002.
11. (Faure & Ńedellec 98) D. Faure and C. Ńedellec. A corpus-based conceptual clustering method for verb frames and ontology acquisition. In LREC workshop on Adapting lexical and corpus resources to sublanguages and applications, Granada, Spain, 1998.
12. (Finkelstein-Landau & Morin 99) M. Finkelstein-Landau and E. Morin. Extracting semantic relationships between terms: supervised vs. unsupervised methods. In Proceedings of the International Workshop on Ontologial Engineering on the Global Information Infrastructure, 1999.
13. (Firth 57) J. Firth. Papers in Linguistics 1934-1951. Oxford University Press, London, 1957.
14. (Freitag et al. 05) D. Freitag, M. Blume, J. Byrnes, E. Chow, S. Kapadia, R. Rohwer, and Z. Wang. New experiments in distributional representations of synonymy. In Proceedings of CoNLL- 2005, pages 25-32, 2005.
15. (Gruber 93) T. R. Gruber. A translation approach to portable ontologies. Knowledge Acquisition, 5(2):199-220, 1993.
16. (Hahn & Schnattinger 98) U. Hahn and K. Schnattinger. Towards text knowledge engineering. In AAAI/IAAI, pages 524-531, 1998.
17. (Harabagiu & Moldovan 98) A. M. Harabagiu and D. I. Moldovan. Knowledge Processing. In (C. Fellbaum (Ed.) WordNet: An Electronic Lexical Database, pages 379-405. MIT Press, 1998.
18. (Hastings 94) P. M. Hastings. Automatic acquisition of word meaning from context. University of Michigan, Ph. D. Thesis, 1994.
19. (Hearst 92) M. A. Hearst. Automatic acquisition of hyponyms from large text corpora. In Proceedings of COLING-92, Nantes, France, 1992.
20. (Hearst 98) M. A. Hearst. Automated Discovery of WordNet Relations. In Christiane Fellbaum (Ed.) WordNet: An Electronic Lexical Database, pages 132-152. MIT Press, 1998.
21. (Jarmasz & Szpakowicz 03) M. Jarmasz and S. Szpakowicz. Roget's thesaurus and semantic similarity. In Proceedings of RANLP-03, 2003.
22. (Landauer & Dumais 97) T. K. Landauer and S. T. Dumais. A solution to plato's problem: The latent semantic analysis theory of acquisition, induction and representation of knowledge. Psychological Review, 104(2):211-240, 1997.
23. (Lee 97) L. Lee. Similarity-Based Approaches to Natural Language Processing. Ph.D. thesis. Harvard University Technical Report TR-11-97, 1997.
24. (Lin & Zhao 03) D. Lin and S. Zhao. Identifying synonyms among distributinally similar words. In Proceedings of the IJCAI-2003 Conference, pages 1492-1493, 2003.
25. (Lin 97) C.-Y. Lin. Robust Automated Topic Identification. Ph.D. Thesis. University of Southern California, 1997.
26. (Lyons 61) J. Lyons. A structural theory of semantics and its applications to lexical sub-systems in the vocabulary of Plato. Ph. D. thesis, University of Cambridge, England. Published as Structural Semantics, No. 20 of the Publications of the Philological Society, Oxford, 1963, 1961.
27. (Miller 95) G. A. Miller. WordNet: A lexical database for English. Communications of the ACM, 38(11):39-41, 1995.
28. (Navigli & Velardi 04) R. Navigli and P. Velardi. Learning domain ontologies from document warehouses and dedicated websites. Computational Linguistics, 30(2), 2004.
29. (Pekar & Staab 03) V. Pekar and S. Staab. Word classification based on combined measures of distributional and semantic similarity. In Proceedings of Research Notes of the 10th Conference of the European Chapter of the Association for Computational Linguistics, Budapest, Hungary, 2003.
30. (Rajman & Bonnet 92) M. Rajman and A. Bonnet. Corpora-based linguistics: new tools for natural language processing. In 1st Annual Conference of the Association for Global Strategic Information, Germany, 1992. Bad Kreuznach.
31. (Resnik 93) P. Resnik. Selection and Information: A Class-Based Approach to Lexical Relationships. Ph.D. thesis. Dept. of Computer and Information Science, University of Pennsylvania, 1993.
32. (Resnik 99) P. S. Resnik. Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research, 11:95-130, 1999.
33. (Richardson et al. 98) S. D. Richardson, W. B. Dolan, and L. Vanderwende. MindNet: Acquiring and structuring semantic information from text. In Proceedings of COLING-ACL'98, volume 2, pages 1098-1102, Montreal, Canada, 1998.
34. (Rigau 98) G. Rigau. Automatic Acquisition of Lexical Knowledge from MRDs. PhD Thesis, Departament de Llenguatges i Sistemes Informàtics.- Universitat Politècnica de Catalunya. - Barcelona, 1998.
35. (Ruiz-Casado et al. 05) M. Ruiz-Casado, E. Alfonseca, and P. Castells. Automatic extraction of semantic relationships for wordnet by means of pattern learning from wikipedia. In Proceedings of NLDB-05, 2005.
36. (Salton 89) G. Salton. Automatic text processing. Addison-Wesley, 1989.
37. (Terra & Clarke 03) E. Terra and C. L. A. Clarke. Frequency estimates for statistical word similarity measures. In Proceedings of HLT/NAACL-2003, pages 244-251, 2003.
38. (Turney 01) P. D. Turney. Mining the web for synonyms: PMI-IR versus LSA on TOEFL. In Proceedings of the 12th European Conference on Machine Learning (ECML-2001), pages 491- 502, 2001.
39. (Turney et al. 03) P. D. Turney, M. L. Littman, J. Bigham, and V. Schnayder. Combining independent modules to solve multi-choice synonym and analogy problems. In Proceedings of RANLP-03, 2003.
40. (Wilks et al. 90) Y. Wilks, D. Fass, C. Ming Guo, J. McDonald, T. Plate, and B. Slator. Providing machine tractable dictionary tools. Journal of Computers and Translation, 2, 1990.
41. (Yarowsky 92) D. Yarowsky. Word-Sense Disambiguation using statistical models of Roget's categories trained on large corpora. In Proceedings of COLING-92, pages 454-460, France, 1992.