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BERT pioneered an approach involving the use of a dedicated [CLS] token prepended to the beginning of each sentence inputted into the model; the final hidden state vector of this token encodes information about the sentence and can be fine-tuned for use in sentence classification tasks. In practice however, BERT's sentence embedding with the ...
In natural language processing, a word embedding is a representation of a word. The embedding is used in text analysis.Typically, the representation is a real-valued vector that encodes the meaning of the word in such a way that the words that are closer in the vector space are expected to be similar in meaning. [1]
One can tell if a sentence is center embedded or edge embedded depending on where the brackets are located in the sentence. [Joe believes [Mary thinks [John is handsome.]]] The cat [that the dog [that the man hit] chased] meowed. In sentence (1), all of the brackets are located on the right, so this sentence is right-embedded.
In-text attribution is the attribution inside a sentence of material to its source, in addition to an inline citation after the sentence. In-text attribution may need to be used with direct speech (a source's words between quotation marks or as a block quotation ); indirect speech (a source's words modified without quotation marks); and close ...
oEmbed is an open format designed to allow embedding content from a website into another page. The specification was created by Cal Henderson, Leah Culver, Mike Malone, and Richard Crowley in 2008. [1]
External links and references are two important elements of Wikipedia that newcomers sometimes find trouble with. This page is designed to cover only the technical aspects of linking and referencing; it is essential that editors also familiarize themselves with Wikipedia:External links, Wikipedia:Reliable sources and Wikipedia:Citing sources, as well as Wikipedia's various other policies ...
MediaWiki software does not allow line breaks in the middle of a list item, but items in a bulleted list (using "*") or numbered list (using "#") are generally shorter than paragraphs. In fact, it is easier to convert the individual sentences of a properly line-broken paragraph to list items or vice versa.
Anchors can also be used to link to any part of a section. For example, if you want to link to the fifth sentence of a section, you place an anchor at the start of that sentence, and you can then link to that anchor in the same way as you would link to any other anchor.