2008 TheImpactofNamedEntityNormaliza

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In the named entity normalization task, a system identifies a canonical unambiguous referent for names like Bush or Alabama. Resolving synonymy and ambiguity of such names can benefit end-to-end information access tasks. We evaluate two entity normalization methods based on Wikipedia in the context of both passage and document retrieval for question anwering. We find that even a simple normalization method leads to improvements of early precision, both for document and passage retrieval. Moreover, better normalization results in better retrieval performance.

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 AuthorvolumeDate ValuetitletypejournaltitleUrldoinoteyear
2008 TheImpactofNamedEntityNormalizaMahboob Alam Khalid
Valentin Jijkoun
Maarten de Rijke
The Impact of Named Entity Normalization on Information Retrieval for Question Answering