A Survey of Text Similarity Approaches
Citations
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Cites background or methods from "A Survey of Text Similarity Approac..."
...Cosine Similarity is a measure of similarity between two vectors obtained from the cosine angle multiplication value of two vectors being compared [3]....
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...Some approach to determine similarity level applied such as cosine similarity [3]....
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116 citations
Cites methods from "A Survey of Text Similarity Approac..."
..., path, lch, wup, jcn (Gomaa and Fahmy, 2013)) were used to calculate the similarity between two words....
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...method (Bos and Markert, 2005) where automatic reasoning tools are used to check the logical representations derived from sentences and (2) machine learning method (Zhao et al., 2013; Gomaa and Fahmy, 2013) where a supervised model is built...
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...Existing work on STS can be divided into 4 categories according to the similarity measures used (Gomaa and Fahmy, 2013): (1) string-based method (Bär et al....
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111 citations
References
519 citations
"A Survey of Text Similarity Approac..." refers methods in this paper
...The authors of [37] presented a method and named it Semantic Text Similarity (STS)....
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510 citations
"A Survey of Text Similarity Approac..." refers background in this paper
...In other words, Semantic similarity is a kind of relatedness between two words, it covers a broader range of relationships between concepts that includes extra similarity relations such as is-a-kind-of, is-a-specificexample-of, is-a-part-of, is-the-opposite-of [28]....
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Additional excerpts
...The cross-language explicit semantic analysis (CLESA) [18] is a multilingual generalization of ESA....
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