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Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2890526472

Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

About this item

Full title

Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-11

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Powerful large language models have facilitated the development of writing assistants that promise to significantly improve the quality and efficiency of composition and communication. However, a barrier to effective assistance is the lack of personalization in LLM outputs to the author's communication style, specialized knowledge, and values. In t...

Alternative Titles

Full title

Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2890526472

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2890526472

Other Identifiers

E-ISSN

2331-8422

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