Dublin City University at CLEF 2007: Cross-language speech retrieval experiments
|Dublin City University at CLEF 2007: Cross-language speech retrieval experiments|
|Author(s)||Zhang Y., Jones G.J.F., Zhang K.|
|Published in||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|
|Keyword(s)||Unknown (Extra: Automatically generated, Domain-specific translation, Dublin City University, Machine translations, On-line service, Pseudo relevance feedback, Retrieval systems, Speech retrieval, Translation method, Wikipedia, Computer aided language translation, Feedback, Information retrieval, Information services, Information theory, Internet, Machine tools, Speech transmission, Linguistics)|
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Dublin City University at CLEF 2007: Cross-language speech retrieval experiments is a 2008 conference paper written in English by Zhang Y., Jones G.J.F., Zhang K. and published in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
The Dublin City University participation in the CLEF 2007 CL-SR English task concentrated primarily on issues of topic translation. Our retrieval system used the BM25F model and pseudo relevance feedback. Topics were translated into English using the Yahoo! BabelFish free online service combined with domain-specific translation lexicons gathered automatically from Wikipedia. We explored alternative topic translation methods using these resources. Our results indicate that extending machine translation tools using automatically generated domain-specific translation lexicons can provide improved CLIR effectiveness for this task.
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