Exploring Selective Layer Freezing Strategies in Transformer Fine-Tuning: NLI Classifiers with Sub-3B Parameter Models.
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| Title: | Exploring Selective Layer Freezing Strategies in Transformer Fine-Tuning: NLI Classifiers with Sub-3B Parameter Models. |
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| Authors: | Hwang, Taewook1, Seo, Hyein1,2, Jung, Jeesu1, Jung, Sangkeun1,2, hugmanskj@gmail.com |
| Source: | Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10434, 20p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/app151910434 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 20 StartPage: 10434 Titles: – TitleFull: Exploring Selective Layer Freezing Strategies in Transformer Fine-Tuning: NLI Classifiers with Sub-3B Parameter Models. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hwang, Taewook – PersonEntity: Name: NameFull: Seo, Hyein – PersonEntity: Name: NameFull: Jung, Jeesu – PersonEntity: Name: NameFull: Jung, Sangkeun IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Text: Oct2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20763417 Numbering: – Type: volume Value: 15 – Type: issue Value: 19 Titles: – TitleFull: Applied Sciences (2076-3417) Type: main |
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