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LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora.

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Title: LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora.
Authors: Luccioli, Viviana, Iyengar, Rithika, Panley, Ryan, Haberkorn, Flora, Ge, Xiaoyu, Crane, Leland, Sinha, Nitish, Lee, Seung Jung
Source: Working Papers: U.S. Federal Reserve Board's Finance & Economic Discussion Series. Dec2025, p1-25. 25p.
Database: Business Source Ultimate
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Header DbId: bsu
DbLabel: Business Source Ultimate
An: 192185353
AccessLevel: 2
PubType: Report
PubTypeId: report
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  Data: LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora.
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  Data: <searchLink fieldCode="JN" term="%22Working+Papers%3A+U%2ES%2E+Federal+Reserve+Board's+Finance+%26+Economic+Discussion+Series%22">Working Papers: U.S. Federal Reserve Board's Finance & Economic Discussion Series</searchLink>. Dec2025, p1-25. 25p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=192185353
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.17016/FEDS.2025.108
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 25
        StartPage: 1
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      – TitleFull: LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora.
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          Name:
            NameFull: Luccioli, Viviana
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            NameFull: Iyengar, Rithika
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            NameFull: Panley, Ryan
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            NameFull: Haberkorn, Flora
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            NameFull: Ge, Xiaoyu
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            NameFull: Crane, Leland
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            NameFull: Sinha, Nitish
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            NameFull: Lee, Seung Jung
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          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 19362854
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            – TitleFull: Working Papers: U.S. Federal Reserve Board's Finance & Economic Discussion Series
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