A Survey of Text Similarity Approaches
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Cites background from "A Survey of Text Similarity Approac..."
...A number of text similarity approaches have been proposed in the literature [20] that can be used to compare text descriptions of events....
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Cites background from "A Survey of Text Similarity Approac..."
...Gomaa and Fahmy (2013) provide a survey on text similarity measures, dividing them into three groups: i) stringbased measures that operate on character sequences, ii) corpus-based measures that take into account information that comes from corpora, and iii) knowledge-based measures that use…...
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References
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"A Survey of Text Similarity Approac..." refers background in this paper
...Dice’s coefficient is defined as twice the number of common terms in the compared strings divided by the total number of terms in both strings [11]....
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10,262 citations
"A Survey of Text Similarity Approac..." refers background in this paper
...It is useful for dissimilar sequences that are suspected to contain regions of similarity or similar sequence motifs within their larger sequence context [8]....
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"A Survey of Text Similarity Approac..." refers methods in this paper
...The GLSA approach can combine any kind of similarity measure on the space of terms with any suitable method of dimensionality reduction....
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...LSA assumes that words that are close in meaning will occur in similar pieces of text....
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...Latent Semantic Analysis (LSA) [15] is the most popular technique of Corpus-Based similarity....
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...Generalized Latent Semantic Analysis (GLSA) [16] is a framework for computing semantically motivated term and document vectors....
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...Mining the web for synonyms: PMIIR versus LSA on TOEFL....
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