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An efficient long-text semantic retrieval approach via utilizing presentation learning on short-text

An efficient long-text semantic retrieval approach via utilizing presentation learning on short-text

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ba3dee877d53470ab8519094745c348d

An efficient long-text semantic retrieval approach via utilizing presentation learning on short-text

About this item

Full title

An efficient long-text semantic retrieval approach via utilizing presentation learning on short-text

Publisher

Cham: Springer International Publishing

Journal title

Complex & Intelligent Systems, 2024-02, Vol.10 (1), p.963-979

Language

English

Formats

Publication information

Publisher

Cham: Springer International Publishing

More information

Scope and Contents

Contents

Although the short-text retrieval model by BERT achieves significant performance improvement, research on the efficiency and performance of long-text retrieval still faces challenges. Therefore, this study proposes an efficient long-text retrieval model based on BERT (called LTR-BERT). This model achieves speed improvement while retaining most of t...

Alternative Titles

Full title

An efficient long-text semantic retrieval approach via utilizing presentation learning on short-text

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_ba3dee877d53470ab8519094745c348d

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ba3dee877d53470ab8519094745c348d

Other Identifiers

ISSN

2199-4536

E-ISSN

2198-6053

DOI

10.1007/s40747-023-01192-3

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