A publishing infrastructure for Artificial Intelligence (AI)-assisted academic authoring.

ABSTRACT:

Objective

Investigate the use of advanced natural language processing models to streamline the time-consuming process of writing and revising scholarly manuscripts.

Materials and methods

For this purpose, we integrate large language models into the Manubot publishing ecosystem to suggest revisions for scholarly texts. Our AI-based revision workflow employs a prompt generator that incorporates manuscript metadata into templates, generating section-specific instructions for the language model. The model then generates revised versions of each paragraph for human authors to review. We evaluated this methodology through 5 case studies of existing manuscripts, including the revision of this manuscript.

Results

Our results indicate that these models, despite some limitation

SUBMITTER: Pividori M 

PROVIDER: S-EPMC11339502 | biostudies-literature | 2024 Sep

REPOSITORIES: biostudies-literature