Skip to search formSkip to main contentSkip to account menu

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… 
Wikipedia (opens in a new tab)

Related topics

Related topics

12 relations
Cosine similarityDocument classificationEntity linkingInformation retrieval

Broader (1)

Natural language processing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Replicating an Experiment in Cross-lingual Information Retrieval with Explicit Semantic Analysis
We have participated in the Replicability Track of the CENTRE@CLEF 2018 conference [1–4]. This paper reintroduces Explicit… 
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… 
2014
2014
Thematically Reinforced Explicit Semantic Analysis
We present an extended, thematically reinforced version of Gabrilovich and Markovitch’s Explicit Semantic Analysis (ESA), where… 
2014
2014
Towards Building Lexical Ontology via Cross-Language Matching
In this paper, we introduce a methodology for mapping linguistic ontologies lexicalized across different languages. We present a… 
2013
2013
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features
This paper describes the system used by the LIPN team in the Semantic Textual Similarity task at SemEval 2013. It uses a support… 
Review
2013
Review
2013
Cite4Me: Semantic Retrieval and Analysis of Scientific Publications
This paper presents the Cite4Me Web application and its features created for the LAK Challenge 2013. The Web application focuses… 
2012
2012
Query expansion using explicit semantic analysis
Query expansion is a technique utilized within information retrieval to solve word mismatch between queries and document. In… 
2011
2011
Supervised matching of comments with news article segments
Comments constitute an important part of Web 2.0. In this paper, we consider comments on news articles. To simplify the task of… 
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… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)