Explicit semantic analysis

Known as: ESA (disambiguation) 
In natural language processing and information retrieval, explicit semantic analysis (ESA) is a vectorial representation of text (individual words or… (More)
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Papers overview

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2015
2015
Explicit Semantic Analysis (ESA) utilizes the Wikipedia knowledge base to represent the semantics of a word by a vector where… (More)
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2013
2013
We present an extended, thematically reinforced version of Gabrilovich and Markovitch’s Explicit Semantic Analysis (ESA), where… (More)
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2012
2012
Query expansion is a technique utilized within information retrieval to solve word mismatch between queries and document. In… (More)
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2011
2011
Since its debut the Explicit Semantic Analysis (ESA) has received much attention in the IR community. ESA has been proven to… (More)
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Highly Cited
2011
Highly Cited
2011
Information retrieval systems traditionally rely on textual keywords to index and retrieve documents. Keyword-based retrieval may… (More)
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2011
2011
Music genre classification is the categorization of a piece of music into its corresponding categorical labels created by humans… (More)
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Highly Cited
2011
Highly Cited
2011
Computing the degree of semantic relatedness of words is a key functionality of many language applications such as search… (More)
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Highly Cited
2009
Highly Cited
2009
Adequate representation of natural language semantics requires access to vast amounts of common sense and domain-specific world… (More)
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Highly Cited
2008
Highly Cited
2008
We have participated on the monolingual and bilingual CLEF Ad-Hoc Retrieval Tasks, using a novel extension of the by now well… (More)
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Highly Cited
2007
Highly Cited
2007
Computing semantic relatedness of natural language texts requires access to vast amounts of common-sense and domain-specific… (More)
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