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The idea of skip-gram is that the vector of a word should be close to the vector of each of its neighbors. The idea of CBOW is that the vector-sum of a word's neighbors should be close to the vector of the word. In the original publication, "closeness" is measured by softmax, but the framework allows other ways to measure closeness.
An example of a résumé with a common format with the name John Doe. A résumé or resume (or alternatively resumé), [a] [1] is a document created and used by a person to present their background, skills, and accomplishments. Résumés can be used for a variety of reasons, but most often are used to secure new jobs, whether in the same ...
[1] [3] In North America, the term résumé (also spelled resume) is used, referring to a short career summary. [ 4 ] [ 5 ] The term curriculum vitae and its abbreviation, CV, are also used especially in academia to refer to extensive or even complete summaries of a person's career, qualifications, and education, including publications and ...
The cause for the start of the project was the arrival of OpenOffice.org in 2002, which was missing the thesaurus of its parent, StarOffice, due to its licensing.. OpenThesaurus filled that gap by importing possible synonyms from a freely available German/English dictionary and refining and updating these in crowdsourced work through the use of a web ap
A thesaurus is composed by at least three elements: 1-a list of words (or terms), 2-the relationship amongst the words (or terms), indicated by their hierarchical relative position (e.g. parent/broader term; child/narrower term, synonym, etc.), 3-a set of rules on how to use the thesaurus.
As an example it was used to generate these copies of English WikiPedia 24 April 04, Simple WikiPedia 1 May 04(old database) format and English WikiPedia 24 July 04 Simple WikiPedia 24 July 04, WikiPedia Francais 27 Juillet 2004 (new format). BozMo uses a version to generate periodic static copies at fixed reference (site down as of October 2017).
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