Paraphrasing (computational linguistics): Difference between revisions

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{{About}}

[[Page title]]

= Paraphrase (Computational Linguistics) =

: ''For the linguistics definition, see [[paraphrase]].''

'''Paraphrase''' or '''Paraphrasing''' in [[computational linguistics]] is the [[natural language processing]] task of recognizing and generating [[paraphrase|paraphrases]].

Overview of applications and uses

Overview of training and category of problem

== Training ==

=== Sequence Alignment ===

<ref name=Barzilay>{{cite conference|last1=Barzilay|first1=Regina|last2=Lee|first2=Lillian|title=Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment|book-title=Proceedings of HLT-NAACL 2003|date=May-June 2003|url=https://arxiv.org/pdf/cs/0304006}}</ref>

=== Translation ===

<ref name=Bannard>{{cite conference|last1=Bannard|first1=Colin|last2=Callison-Burch|first2=Chris|title=Paraphrasing Bilingual Parallel Corpora|booktitle=Proceedings of the 43rd Annual Meeting of the ACL|place=Ann Arbor, Michigan|pages=597-604|year=2005|url=https://dl.acm.org/citation.cfm?id=1219914}}</ref>

=== Autoencoders ===

<ref name=Socher>{{Citation|last1=Socher|first1=Richard|last2=Huang|first2=Eric|last3=Pennington|first3=Jeffrey|last4=Ng|first4=Andrew|last5=Manning|first5=Christopher|title=Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection|booktitle=Advances in Neural Information Processing Systems 24|year=2011|url=http://www.socher.org/index.php/Main/DynamicPoolingAndUnfoldingRecursiveAutoencodersForParaphraseDetection}}</ref>

== Applications ==

== References ==

{{Reflist|30em}}