Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation.
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| Title: | Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation. |
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| Authors: | Singh, Pradeep1, pradeep.cs@sric.iitr.ac.in, Raman, Balasubramanian1, bala@cs.iitr.ac.in |
| Source: | Knowledge & Information Systems; 3/17/2026, Vol. 68 Issue 1, p1-23, 23p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 192417873 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Singh%2C+Pradeep%22">Singh, Pradeep</searchLink><relatesTo>1</relatesTo>, <i>pradeep.cs@sric.iitr.ac.in</i><br /><searchLink fieldCode="AU" term="%22Raman%2C+Balasubramanian%22">Raman, Balasubramanian</searchLink><relatesTo>1</relatesTo>, <i>bala@cs.iitr.ac.in</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Knowledge+%26+Information+Systems%22">Knowledge & Information Systems</searchLink>; 3/17/2026, Vol. 68 Issue 1, p1-23, 23p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192417873 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10115-026-02719-z Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 23 StartPage: 1 Titles: – TitleFull: Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Singh, Pradeep – PersonEntity: Name: NameFull: Raman, Balasubramanian IsPartOfRelationships: – BibEntity: Dates: – D: 17 M: 03 Text: 3/17/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 02191377 Numbering: – Type: volume Value: 68 – Type: issue Value: 1 Titles: – TitleFull: Knowledge & Information Systems Type: main |
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