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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… 
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Related topics

Related topics

12 relations
Cosine similarityDocument classificationEntity linkingInformation retrieval

Broader (1)

Natural language processing

Papers overview

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2017
2017
SESA: Supervised Explicit Semantic Analysis
In recent years supervised representation learning has provided state of the art or close to the state of the art results in… 
2015
2015
Non-Orthogonal Explicit Semantic Analysis
Explicit Semantic Analysis (ESA) utilizes the Wikipedia knowledge base to represent the semantics of a word by a vector where… 
Review
2014
Review
2014
An Introduction to Question Answering over Linked Data
While the amount of knowledge available as linked data grows, so does the need for providing end users with access to this… 
2014
2014
Thematically Reinforced Explicit Semantic Analysis
We present an extended, thematically reinforced version of Gabrilovich and Markovitch’s Explicit Semantic Analysis (ESA), where… 
Highly Cited
2012
Highly Cited
2012
Exploiting Wikipedia for cross-lingual and multilingual information retrieval
Highly Cited
2011
Highly Cited
2011
Insights into explicit semantic analysis
Since its debut the Explicit Semantic Analysis (ESA) has received much attention in the IR community. ESA has been proven to… 
2009
2009
An Experimental Comparison of Explicit Semantic Analysis Implementations for Cross-Language Retrieval
Explicit Semantic Analysis (ESA) has been recently proposed as an approach to computing semantic relatedness between words (and… 
Highly Cited
2008
Highly Cited
2008
Cross-language Information Retrieval with Explicit Semantic Analysis
We have participated on the monolingual and bilingual CLEF Ad-Hoc Retrieval Tasks, using a novel extension of the by now well… 
2008
2008
A Self-Adaptive Explicit Semantic Analysis Method for Computing Semantic Relatedness Using Wikipedia
In recent years, the explicit semantic analysis (ESA) method has got a good performance in computing semantic relatedness (SR… 
Highly Cited
2007
Highly Cited
2007
Improving Text Classification by Using Encyclopedia Knowledge
The exponential growth of text documents available on the Internet has created an urgent need for accurate, fast, and general… 
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