Caption and Query Translation for Cross-Language Image Retrieval
作者： Paul Clough
DOI: 10.1007/11519645_60
关键词: Artificial intelligence 、 Query optimization 、 RDF query language 、 Computer science 、 Query language 、 Relevance feedback 、 Web query classification 、 Object Query Language 、 Web search query 、 Query expansion 、 Natural language processing 、 Image retrieval 、 Ranking (information retrieval) 、 Natural language 、 Information access 、 Query by Example 、 Machine translation 、 Data control language
摘要: For many cross-language retrieval tasks, the predominant approach is to translate query into language of document collection (target language). This often gives results as good as, if not better, than translating (source In this paper, we evaluate versus translation for ImageCLEF 2004 bilingual ad hoc task. Image achieved through matching textual queries associated image captions following languages: French, German, Spanish and Italian using commercially publicly available resources. On average, find outperform (77% English MAP compared 65% respectively) but varies widely across query. Combining achieve an average 85% English.
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Douglas W. Oard, A Comparative Study of Query and Document Translation for Cross-Language Information Retrieval conference of the association for machine translation in the americas. pp. 472- 483 ,(1998) , 10.1007/3-540-49478-2_42
Mark Sanderson, Paul Clough, Catherine Paterson, Wai Tung Lo, Measuring a Cross Language Image Retrieval System Lecture Notes in Computer Science. pp. 353- 363 ,(2004) , 10.1007/978-3-540-24752-4_26
Atsushi Fujii, Tetsuya Ishikawa, Applying machine translation to two-stage cross-language information retrieval conference of the association for machine translation in the americas. pp. 13- 24 ,(2000) , 10.1007/3-540-39965-8_2
Paul Clough, Mark Sanderson, Relevance Feedback for Cross Language Image Retrieval Lecture Notes in Computer Science. pp. 238- 252 ,(2004) , 10.1007/978-3-540-24752-4_18
Cross-Language Information Retrieval conference of the association for machine translation in the americas. ,(1998) , 10.1007/978-1-4615-5661-9
Atsushi Fujii, Tetsuya Ishikawa, Applying Machine Translation to Two-Stage Cross-Language Information conference of the association for machine translation in the americas. pp. 13- 24 ,(2000)
W. John Hutchins, Harold L. Somers, An Introduction to Machine Translation ,(1992)
Paul Clough, Mark Sanderson, Assessing Translation Quality for Cross Language Image Retrieval cross language evaluation forum. pp. 594- 610 ,(2003) , 10.1007/978-3-540-30222-3_57
Paul Clough, Mark Sanderson, Henning Müller, The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004 conference on image and video retrieval. pp. 243- 251 ,(2004) , 10.1007/978-3-540-27814-6_31
Douglas W. Oard, Serving Users in Many Languages: Cross-Language Information Retrievalfor Digital Libraries D-lib Magazine. ,vol. 3, ,(1997) , 10.1045/DECEMBER97-OARD