Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models

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Main Authors: Shunsuke Koga, Daisuke Ono, Amrom Obstfeld
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:The Journal of Pathology: Clinical Research
Online Access:https://doi.org/10.1002/2056-4538.70014
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author Shunsuke Koga
Daisuke Ono
Amrom Obstfeld
author_facet Shunsuke Koga
Daisuke Ono
Amrom Obstfeld
author_sort Shunsuke Koga
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institution Kabale University
issn 2056-4538
language English
publishDate 2025-01-01
publisher Wiley
record_format Article
series The Journal of Pathology: Clinical Research
spelling doaj-art-3444f47ebd7647ca9d7d8ada7643d2412025-01-28T03:40:31ZengWileyThe Journal of Pathology: Clinical Research2056-45382025-01-01111n/an/a10.1002/2056-4538.70014Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language modelsShunsuke Koga0Daisuke Ono1Amrom Obstfeld2Department of Pathology and Laboratory Medicine Hospital of the University of Pennsylvania Philadelphia PA USADepartment of Pathology and Laboratory Medicine Hospital of the University of Pennsylvania Philadelphia PA USADepartment of Pathology and Laboratory Medicine Hospital of the University of Pennsylvania Philadelphia PA USAhttps://doi.org/10.1002/2056-4538.70014
spellingShingle Shunsuke Koga
Daisuke Ono
Amrom Obstfeld
Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
The Journal of Pathology: Clinical Research
title Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
title_full Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
title_fullStr Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
title_full_unstemmed Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
title_short Retrieval‐augmented generation versus document‐grounded generation: a key distinction in large language models
title_sort retrieval augmented generation versus document grounded generation a key distinction in large language models
url https://doi.org/10.1002/2056-4538.70014
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AT daisukeono retrievalaugmentedgenerationversusdocumentgroundedgenerationakeydistinctioninlargelanguagemodels
AT amromobstfeld retrievalaugmentedgenerationversusdocumentgroundedgenerationakeydistinctioninlargelanguagemodels