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

This work presents Vilio, an implementation of state-of-the-artvisio-linguistic models and their application to the Hateful Memes Dataset. Theimplemented models have been fitted into a uniform code-base and altered toyield better performance. The goal of Vilio is to provide a user-friendlystarting point for any visio-linguistic problem. An ensemble of 5 different V+Lmodels implemented in Vilio achieves 2nd place in the Hateful Memes Challengeout of 3,300 participants. The code is available athttps://github.com/Muennighoff/vilio.

Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes