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Task-Oriented Paraphrase Analytics
March 27, 2024, 4:48 a.m. | Marcel Gohsen, Matthias Hagen, Martin Potthast, Benno Stein
cs.CL updates on arXiv.org arxiv.org
Abstract: Since paraphrasing is an ill-defined task, the term "paraphrasing" covers text transformation tasks with different characteristics. Consequently, existing paraphrasing studies have applied quite different (explicit and implicit) criteria as to when a pair of texts is to be considered a paraphrase, all of which amount to postulating a certain level of semantic or lexical similarity. In this paper, we conduct a literature review and propose a taxonomy to organize the 25~identified paraphrasing (sub-)tasks. Using classifiers …
abstract analytics arxiv cs.cl paraphrasing semantic studies tasks text transformation type
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