Multiturn dialogue generation by modeling sentence-level and discourse-level contexts
Multiturn dialogue generation by modeling sentence-level and discourse-level contexts
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Author / Creator
Yang, Yang , Cao, Juan , Wen, Yujun and Zhang, Pengzhou
Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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Contents
Currently, multiturn dialogue models generate human-like responses based on pretrained language models given a dialogue history. However, most existing models simply concatenate dialogue histories, which makes it difficult to maintain a high degree of consistency throughout the generated text. We speculate that this is because the encoder ignores i...
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Full title
Multiturn dialogue generation by modeling sentence-level and discourse-level contexts
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TN_cdi_doaj_primary_oai_doaj_org_article_dedabf42a30342d79b4dc0d91c838ed5
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_dedabf42a30342d79b4dc0d91c838ed5
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-022-24787-1
