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turning long sentences into multiple shorter ones (or vice versa) expressing abstract concepts more concretely. Paraphrasing with synonyms is considered by some to be an acceptable stage in teaching paraphrase, but it is necessary that it is ultimately combined with techniques for altering sentence structure to avoid the appearance of ...
It disregards word order (and thus most of syntax or grammar) but captures multiplicity. The bag-of-words model is commonly used in methods of document classification where, for example, the (frequency of) occurrence of each word is used as a feature for training a classifier. [1] It has also been used for computer vision. [2]
A formal grammar describes which strings from an alphabet of a formal language are valid according to the language's syntax. A grammar does not describe the meaning of the strings or what can be done with them in whatever context—only their form. A formal grammar is defined as a set of production rules for such strings in a formal language.
In 1995, the generator had "282 sentence skeletons, 170 independent clauses, 183 adjectives, and 123 nouns". The combination of these elements can form more than one billion sentences. [ 7 ] As of September 2009, the generator has expanded to 3379 independent clauses, 618 adjectives, and 497 nouns. [ 8 ]
A sentence diagram is a pictorial representation of the grammatical structure of a sentence. The term "sentence diagram" is used more when teaching written language, where sentences are diagrammed. The model shows the relations between words and the nature of sentence structure and can be used as a tool to help recognize which potential ...
The dependency relation, in contrast, is a one-to-one relation; for every word in the sentence, there is exactly one node in the syntactic structure that corresponds to that word. The distinction is illustrated with the following trees: The constituency tree on the left could be generated by phrase structure rules. The sentence S is broken down ...