Abstract
Another idea related to the non-linear construction of n-grams, i.e., using distinct elements or distinct order of their appearance in a text, is the idea of replacing words by their synonyms or by the generalized concepts that correspond to the words according to a certain ontology.
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Sidorov, G. (2019). Generalized n-grams. In: Syntactic n-grams in Computational Linguistics. SpringerBriefs in Computer Science. Springer, Cham. https://doi.org/10.1007/978-3-030-14771-6_15
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DOI: https://doi.org/10.1007/978-3-030-14771-6_15
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