Learning bilingual lexicons using the visual similarity of labeled web images

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2011, Pages 1764-1769

  Bergsma, Shane ^a   Van Durme, Benjamin ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BILINGUAL LEXICONS; EDIT DISTANCE; LANGUAGE PAIRS; PHYSICAL OBJECTS; STRING SIMILARITY; VISUAL FEATURE; VISUAL INFORMATION; VISUAL SIMILARITY;

ARTIFICIAL INTELLIGENCE;

TRANSLATION (LANGUAGES);

EID: 84881061488     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-296     Document Type: Conference Paper

References (20)

1. K. Barnard, P. Duygulu, D. Forsyth, N. de Freitas, D. M. Blei, and M. I. Jordan. Matching words and pictures. JMLR, 3:1107-1135, 2003.
2. T. Brants and A. Franz. Web 1T 5-gram, 10 European Languages, Version 1. LDC2009T25, 2009.
3. J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei. ImageNet: A large-scale hierarchical image database. In CVPR, 2009.
4. T. Deselaers, D. Keysers, and H. Ney. Features for image retrieval: an experimental comparison. Information Retrieval, 11:77-107, 2008.
5. O. Etzioni, K. Reiter, S. Soderland, and M. Sammer. Lexical translation with application to image search on the web. In MT Summit XI, 2007.
6. Y. Feng and M. Lapata. Topic-models for image annotation and text illustration. In HLT-NAACL, 2010.
7. R. Fergus, L. Fei-Fei, P. Perona, and A. Zisserman. Learning object categories from Google's Image Search. In ICCV, 2005.
8. P. Fung and L. Y. Yee. An IR approach for translating new words from nonparallel, comparable texts. In COLING-ACL, 1998.
9. A. Haghighi, P. Liang, T. Berg-Kirkpatrick, and D. Klein. Learning bilingual lexicons from monolingual corpora. In ACL-08: HLT, 2008.
10. M. Hodosh, P. Young, C. Rashtchian, and J. Hockenmaier. Cross-caption coreference resolution for automatic image understanding. In CoNLL, 2010.
11. A. Klementiev and D. Roth. Named entity transliteration and discovery from multilingual comparable corpora. In HLT-NAACL, 2006.
12. P. Koehn and K. Knight. Learning a translation lexicon from monolingual corpora. In ACL Workshop on Unsupervised Lexical Acquistion, 2002.
13. V. Lavrenko, R. Manmatha, and J. Jeon. A model for learning the semantics of pictures. In NIPS, 2003.
14. D. Lin, K. Church, H. Ji, S. Sekine, D. Yarowsky, S. Bergsma, K. Patil, E. Pitler, R. Lathbury, V. Rao, K. Dalwani, and S. Narsale. New tools for webscale N-grams. In LREC, 2010.
15. D. G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60:91-110, 2004.
16. R. Rapp. Automatic identification of word translations from unrelated English and German corpora. In ACL, 1999.
17. C. Schafer and D. Yarowsky. Inducing translation lexicons via diverse similarity measures and bridge languages. In CoNLL, 2002.
18. R. Snow, D. Jurafsky, andA. Y. Ng. Semantic taxonomy induction from heterogenous evidence. In COLING-ACL, 2006.
19. B. Van Durme and A. Lall. Online generation of locality sensitive hash signatures. In ACL Short Papers, 2010.
20. L. von Ahn and L. Dabbish. Labeling images with a computer game. In CHI, 2004.