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Large-scale named entity disambiguation based on Wikipedia data (2007)

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by Silviu Cucerzan
Venue:In Proc. 2007 Joint Conference on EMNLP and CNLL
Citations:238 - 3 self
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BibTeX

@INPROCEEDINGS{Cucerzan07large-scalenamed,
    author = {Silviu Cucerzan},
    title = {Large-scale named entity disambiguation based on Wikipedia data},
    booktitle = {In Proc. 2007 Joint Conference on EMNLP and CNLL},
    year = {2007},
    pages = {708--716}
}

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Abstract

This paper presents a large-scale system for the recognition and semantic disambiguation of named entities based on information extracted from a large encyclopedic collection and Web search results. It describes in detail the disambiguation paradigm employed and the information extraction process from Wikipedia. Through a process of maximizing the agreement between the contextual information extracted from Wikipedia and the context of a document, as well as the agreement among the category tags associated with the candidate entities, the implemented system shows high disambiguation accuracy on both news stories and Wikipedia articles. 1 Introduction and Related Work

Keyphrases

wikipedia data    entity disambiguation    information extraction process    large-scale system    implemented system    related work    news story    web search result    candidate entity    disambiguation paradigm    large encyclopedic collection    high disambiguation accuracy    category tag    semantic disambiguation    contextual information    wikipedia article   

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