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Collocation extraction is a computational technique that finds collocations in a document or corpus, using various computational linguistics elements resembling data mining. Expanded definition [ edit ]
Collocations may seem natural to native writers and speakers, but are not obvious to non-native speakers. For instance, the adjective "dark" collocates with "chocolate", but not with tea. Compare : [ 1 ]
There are two forms: repetition and collocation. Repetition uses the same word, or synonyms, antonyms, etc. For example, "Which dress are you going to wear?" – "I will wear my green frock," uses the synonyms "dress" and "frock" for lexical cohesion. Collocation uses related words that typically go together or tend to repeat the same meaning.
Collocation extraction is the task of using a computer to extract collocations automatically from a corpus. The traditional method of performing collocation extraction is to find a formula based on the statistical quantities of those words to calculate a score associated to every word pairs.
A word sketch triple is a triple consisting of headword, grammatical relation, collocation (e.g. man, modifier, young).Considering an underlying text corpus, a word sketch quintuple is a quintuple consisting of headword, grammatical relation, collocation, position of headword in the corpus, position of collocation in the corpus (e.g. man, modifier, young, 104, 103).
In linguistics, co-occurrence or cooccurrence is an above-chance frequency of ordered occurrence of two adjacent terms in a text corpus.Co-occurrence in this linguistic sense can be interpreted as an indicator of semantic proximity or an idiomatic expression.
He became chief adviser of Collins' Cobuild English Language Dictionary, whose first edition was published in 1987. [2] [3] Sinclair was known for having unconventional ideas which helped to advance the young field of corpus linguistics. His Corpus, Concordance, Collocation formulated the "idiom principle". [4]
If so, the collocation is considered strong, and is worth paying closer attention to. In this example, "no stranger to" is a very frequent collocation; so are words such as "mysterious", "handsome", and "dark". This comes as no surprise. More interesting, however, is "no stranger to controversy".