English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

We present the "Annotation and Benchmarking on Understanding and Transparencyof Machine Learning Lifecycles" (ABOUT ML) project as an initiative tooperationalize ML transparency and work towards a standard ML documentationpractice. We make the case for the project's relevance and effectiveness inconsolidating disparate efforts across a variety of stakeholders, as well asbringing in the perspectives of currently missing voices that will be valuablein shaping future conversations. We describe the details of the initiative andthe gaps we hope this project will help address.

ABOUT ML: Annotation and Benchmarking on Understanding and Transparency of Machine Learning Lifecycles