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Information access evaluation -- multilinguality, multimodality, and interaction: 5th International Conference of the CLEF Initiative, CLEF 2014, Sheffield, UK, September 15-18, 2014, Proceedings
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Correlation between Similarity Measures for Inter-Language Linked Wikipedia Articles
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Abstract:
Wikipedia articles in different languages have been mined to support various tasks, such as Cross-Language Information Retrieval (CLIR) and Statistical Machine Translation (SMT). Articles on the same topic in different languages are often connected by inter-language links, which can be used to identify similar or comparable content. In this work, we investigate the correlation between similarity measures utilising language-independent and language-dependent features and respective human judgments. A collection of 800 Wikipedia pairs from 8 different language pairs were collected and judged for similarity by two assessors. We report the development of this corpus and inter-assessor agreement between judges across the languages. Results show that similarity measured using language independent features is comparable to using an approach based on translating non-English documents. In both cases the correlation with human judgments is low but also dependent upon the language pair. The results and corpus generated from this work also provide insights into the measurement of cross-language similarity.
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URL: http://www.lrec-conf.org/proceedings/lrec2012/index.html http://eprints.whiterose.ac.uk/78665/7/WRRO_78665.pdf http://eprints.whiterose.ac.uk/78665/
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External Plagiarism Detection using Information Retrieval and Sequence Alignment - Notebook for PAN at CLEF 2011.
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Diversity in Photo Retrieval: Overview of the ImageCLEFPhoto Task 2009
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Overview of iCLEF 2009: Exploring Search Behaviour in a Multilingual Folksonomy Environment.
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Exploring the Effects of Language Skills on Multilingual Web Search.
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Overview of iCLEF 2008: Search Log Analysis for Multilingual Image Retrieval.
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Overview of the ImageCLEFphoto 2007 Photographic Retrieval Task.
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Overview of the ImageCLEFphoto 2008 photographic retrieval task
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iCLEF 2006 Overview: Searching the Flickr WWW Photo-Sharing Repository.
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Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks.
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User experiments with the Eurovision cross-language image retrieval system
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GeoCLEF: the CLEF 2005 cross-language geographic information retrieval track overview
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Overview of the ImageCLEFmed 2006 Medical Retrieval and Medical Annotation Tasks.
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