An unsupervised ranking model for noun-noun compositionality

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

Volumn 1, Issue , 2012, Pages 132-141

  Hermann, Karl Moritz ^a   Blunsom, Phil ^a   Pulman, Stephen ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY CLASSIFICATION PROBLEMS; COMPOSITIONALITY; CURRENT STATUS; NOUN-NOUN COMPOUNDS; RANKING MODEL;

SEMANTICS;

EID: 85016649148     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Timothy Baldwin. 2006. Compositionality and multiword expressions: Six of one, half a dozen of the other? In Proceedings of the Workshop on Multiword Expressions: Identifying and Exploiting Underlying Properties, page 1, Sydney, Australia. Association for Computational Linguistics.
2. Marco Baroni and Roberto Zamparelli. 2010. Nouns are vectors, adjectives are matrices: Representing adjective-noun constructions in semantic space. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, EMNLP '10, pages 1183-1193, Stroudsburg, PA, USA. Association for Computational Linguistics.
3. Thorsten Brants, Ashok C. Popat, Peng Xu, Franz J. Och, and Jeffrey Dean. 2007. Large Language Models in Machine Translation. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 858- 867.
4. Fan Bu, Xiaoyan Zhu, and Ming Li. 2010. Measuring the non-compositionality of multiword expressions. In Proceedings of the 23rd International Conference on Computational Linguistics, COLING '10, pages 116- 124, Stroudsburg, PA, USA. Association for Computational Linguistics.
5. Cristina Butnariu, Su Nam Kim, Preslav Nakov, Diarmuid Séaghdha, Stan Szpakowicz, and Tony Veale. 2010. Semeval-2010 task 9: The interpretation of noun compounds using paraphrasing verbs and prepositions. In Proceedings of the 5th International Workshop on Semantic Evaluation, SemEval '10, pages 39- 44, Stroudsburg, PA, USA. Association for Computational Linguistics.
6. Afsaneh Fazly, Paul Cook, and Suzanne Stevenson. 2009. Unsupervised type and token identification of idiomatic expressions. Computational Linguistics, 35(1):61-103.
7. Eugenie Giesbrecht. 2009. In search of semantic compositionality in vector spaces. In Proceedings of the 17th International Conference on Conceptual Structures: Conceptual Structures: Leveraging Semantic Technologies, ICCS '09, pages 173-184, Berlin, Heidelberg. Springer-Verlag.
8. Su Nam Kim and Timothy Baldwin. 2005. Automatic interpretation of noun compounds using wordnet similarity. In In Proceedings of the 2nd International Joint Conference on Natural Language Processing, Jeju Island, South Korea, 1113, pages 945-956.
9. Su Nam Kim and Timothy Baldwin. 2007. Detecting compositionality of English verb-particle constructions using semantic similarity. In Proceedings of the 7th Meeting of the Pacific Association for Computational Linguistics, PACLING '07, pages 40-48.
10. Su Nam Kim and Timothy Baldwin. 2008. An unsupervised approach to interpreting noun compounds. In Natural Language Processing and Knowledge Engineering, 2008. NLP-KE '08. International Conference on, pages 1-7.
11. S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi. 1983. Optimization by simulated annealing. Science, 220(4598):671-680.
12. Ioannis Korkontzelos and Suresh Manandhar. 2009. Detecting compositionality in multi-word expressions. In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, ACLShort '09, pages 65-68, Stroudsburg, PA, USA. Association for Computational Linguistics.
13. Ioannis Korkontzelos and Suresh Manandhar. 2010. Can recognising multiword expressions improve shallow parsing? In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, HLT '10, pages 636-644, Stroudsburg, PA, USA. Association for Computational Linguistics.
14. Mark Lauer. 1995. Corpus statistics meet the noun compound: some empirical results. In Proceedings of the 33rd annual meeting on Association for Computational Linguistics, ACL '95, pages 47-54, Stroudsburg, PA, USA. Association for Computational Linguistics.
15. Diana McCarthy, Sriram Venkatapathy, and Aravind Joshi. 2007. Detecting compositionality of verbobject combinations using selectional preferences. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLPCoNLL), pages 369-379, Prague, Czech Republic. Association for Computational Linguistics.
16. Jeff Mitchell and Mirella Lapata. 2010. Composition in distributional models of semantics. Cognitive Science, 34(8):1388-1429.
17. Diarmuid Seaghdha. 2007. Annotating and learning compound noun semantics. In Proceedings of the 45th Annual Meeting of the ACL: Student Research Workshop, ACL '07, pages 73-78, Stroudsburg, PA, USA. Association for Computational Linguistics.
18. Ted Pedersen. 2011. Identifying collocations to measure compositionality: shared task system description. In Proceedings of the Workshop on Distributional Semantics and Compositionality, DiSCo '11, pages 33- 37, Stroudsburg, PA, USA. Association for Computational Linguistics.
19. Siva Reddy, Diana McCarthy, and Suresh Manandhar. 2011. An empirical study on compositionality in com-pound nouns. In Proceedings of The 5th International Joint Conference on Natural Language Processing 2011 (IJCNLP 2011), Chiang Mai, Thailand.
20. Ivan A. Sag, Timothy Baldwin, Francis Bond, Ann Copestake, and Dan Flickinger. 2002. Multiword expressions: A pain in the neck for NLP. In In Proc. of the 3rd International Conference on Intelligent Text Processing and Computational Linguistics (CICLing- 2002, pages 1-15.
21. Karen Sparck Jones. 1985. Compound noun interpretation problems. In Frank Fallside and William A. Woods, editors, Computer speech processing, pages 363-381. Prentice Hall International (UK) Ltd., Hertfordshire, UK, UK.
22. Stephen Tratz and Eduard Hovy. 2010. A taxonomy, dataset, and classifier for automatic noun compound interpretation. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL '10, pages 678-687, Stroudsburg, PA, USA. Association for Computational Linguistics.
23. Fabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, and Suresh Manandhar. 2010. Estimating linear models for compositional distributional semantics. In Proceedings of the 23rd International Conference on Computational Linguistics, COLING '10, pages 1263-1271, Stroudsburg, PA, USA. Association for Computational Linguistics.