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Titlebook: Information Access Evaluation -- Multilinguality, Multimodality, and Interaction; 5th International Co Evangelos Kanoulas,Mihai Lupu,Elaine

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Conference proceedings 2014ber 2014. The 11 full papers and 5 short papers presented were carefully reviewed and selected from 30 submissions. They cover a broad range of issues in the fields of multilingual and multimodal information access evaluation, also included are a set of labs and workshops designed to test different
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CLEF 15th Birthday: What Can We Learn From Ad Hoc Retrieval?ot always steady from year to year; bilingual retrieval has demonstrated higher improvements in recent years, probably due to the better linguistic resources now available; and, multilingual retrieval exhibits constant improvement and performances comparable to bilingual (and, sometimes, even monolingual) ones.
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Self-supervised Relation Extraction Using UMLSusing UMLS, a large biomedical knowledge base containing millions of concepts and relations among them. The approach is evaluated using two different techniques. The presented results are promising and indicate that UMLS is a useful resource for semi-supervised relation extraction.
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