Identifying hypernyms in distributional semantic spaces

*SEM 2012 - 1st Joint Conference on Lexical and Computational Semantics

Volumn 1, Issue , 2012, Pages 75-79

  Lenci, Alessandro ^a   Benotto, Giulia ^a  

^a UNIVERSITY OF PISA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

HYPERNYMS; SEMANTIC MODEL; SEMANTIC SPACE; SIMILARITY MEASURE; STATE OF THE ART;

SEMANTICS;

EID: 84949768227     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Marco Baroni and Alessandro Lenci. 2010. Distributional Memory: A general framework for corpusbased semantics. Computational Linguistics, 36(4): 673-721.
2. Marco Baroni and Alessandro Lenci. 2011. How we BLESSed distributional semantic evaluation. In Proceedings of the GEMS 2011 Workshop on Geometrical Models of Natural Language Semantics, EMNLP 2011, Edinburgh, Scotland, UK: 1-10.
3. Daoud Clarke. 2009. Context-Theoretic semantics for natural language: An overview. In Proceedings of the EACL 2009Workshop on GEMS: GEometrical Models of Natural Language Semantics, Athens, Greece: 112- 119.
4. Katrin Erk. 2009a. Supporting inferences in semantic space: Representing words as regions. In Proceedings of the 8th International Conference on Computational Semantics, Tilburg, January: 104-115.
5. Katrin Erk. 2009b. Representing words as regions in vector space. In Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL), Boulder, Colorado: 57-65.
6. Stefan Evert. 2005. The Statistics of Word Cooccurrences. Ph.D. dissertation, Stuttgart University.
7. Marti Hearst. 1992. Automatic acquisition of hyponyms from large text corpora. In Proceedings of COLING 1992, Nantes, France: 539-545.
8. Lili Kotlerman, Ido Dagan, Idan Szpektor, and Maayan Zhitomirsky-Geffet. 2010. Directional distributional similarity for lexical inference. Natural Language Engineering, 16(04): 359-389.
9. Dekang Lin. 1998. Automatic Retrieval and Clustering of Similar Words. In Proceedings of the COLINGACL 1998, Montreal, Canada: 768-774.
10. Patrick Pantel and Marco Pennacchiotti. 2006. Espresso: Leveraging generic patterns for automatically harvesting semantic relations. In Proceedings of the COLING-ACL 2006, Sydney, Australia: 113-120.
11. Idan Szpektor and Ido Dagan. 2008. Learning Entailment Rules for Unary Templates. In Proceedings of COLING 2008, Manchester, UK: 849-856.
12. Julie Weeds and David Weir. 2003. A general framework for distributional similarity. In Proceedings of the EMNLP 2003, Sapporo, Japan: 81-88.
13. Julie Weeds, David Weir, and Diana McCarthy. 2004. Characterising measures of lexical distributional similarity. In Proceedings of COLING 2004, Geneva, Switzerland: 1015-1021.
14. Maayan Zhitomirsky-Geffet and Ido Dagan. 2005. The distributional inclusion hypotheses and lexical entailment. In Proceedings of ACL 2005, Ann Arbor, MI: 107-114.
15. Maayan Zhitomirsky-Geffet and Ido Dagan. 2009. Bootstrapping distributional feature vector quality. Computational Linguistics, 35(3): 435-461.