The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications.
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| Title: | The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications. |
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| Authors: | Snyder, Scott H.1 (AUTHOR), Vignaux, Patricia A.1 (AUTHOR), Ozalp, Mustafa Kemal1 (AUTHOR), Gerlach, Jacob1 (AUTHOR), Puhl, Ana C.1 (AUTHOR), Lane, Thomas R.1 (AUTHOR), Corbett, John1 (AUTHOR), Urbina, Fabio1 (AUTHOR) fabio@collaborationspharma.com, Ekins, Sean1 (AUTHOR) sean@collaborationspharma.com |
| Source: | Communications Chemistry. 6/12/2024, Vol. 7 Issue 1, p1-11. 11p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 177880913 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Snyder%2C+Scott+H%2E%22">Snyder, Scott H.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vignaux%2C+Patricia+A%2E%22">Vignaux, Patricia A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ozalp%2C+Mustafa+Kemal%22">Ozalp, Mustafa Kemal</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gerlach%2C+Jacob%22">Gerlach, Jacob</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Puhl%2C+Ana+C%2E%22">Puhl, Ana C.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lane%2C+Thomas+R%2E%22">Lane, Thomas R.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Corbett%2C+John%22">Corbett, John</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Urbina%2C+Fabio%22">Urbina, Fabio</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> fabio@collaborationspharma.com</i><br /><searchLink fieldCode="AR" term="%22Ekins%2C+Sean%22">Ekins, Sean</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> sean@collaborationspharma.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Communications+Chemistry%22">Communications Chemistry</searchLink>. 6/12/2024, Vol. 7 Issue 1, p1-11. 11p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=177880913 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s42004-024-01220-4 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 11 StartPage: 1 Titles: – TitleFull: The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Snyder, Scott H. – PersonEntity: Name: NameFull: Vignaux, Patricia A. – PersonEntity: Name: NameFull: Ozalp, Mustafa Kemal – PersonEntity: Name: NameFull: Gerlach, Jacob – PersonEntity: Name: NameFull: Puhl, Ana C. – PersonEntity: Name: NameFull: Lane, Thomas R. – PersonEntity: Name: NameFull: Corbett, John – PersonEntity: Name: NameFull: Urbina, Fabio – PersonEntity: Name: NameFull: Ekins, Sean IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 06 Text: 6/12/2024 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 23993669 Numbering: – Type: volume Value: 7 – Type: issue Value: 1 Titles: – TitleFull: Communications Chemistry Type: main |
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