Statistical Semantics
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High Quality Content by WIKIPEDIA articles! Statistical semantics is the study of "how the statistical patterns of human word usage can be used to figure out what people mean, at least to a level sufficient for information access" (Furnas, 2006). How can we figure out what words mean, simply by looking at patterns of words in huge collections of text? What are the limits to this approach to understanding words?The term Statistical Semantics was first used by Weaver (1955) in his well-known paper on machine translation. He argued that word sense disambiguation for machine translation should be…mehr

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High Quality Content by WIKIPEDIA articles! Statistical semantics is the study of "how the statistical patterns of human word usage can be used to figure out what people mean, at least to a level sufficient for information access" (Furnas, 2006). How can we figure out what words mean, simply by looking at patterns of words in huge collections of text? What are the limits to this approach to understanding words?The term Statistical Semantics was first used by Weaver (1955) in his well-known paper on machine translation. He argued that word sense disambiguation for machine translation should be based on the co-occurrence frequency of the context words near a given target word.