Your locale preferences have been saved. We like to think that we have excellent support for English in pretalx, but if you encounter issues or errors, please contact us!

Revision quality algorithms: a subjective view
08.08, 14:15–14:55 (Poland), Ohrid (9)(interpretation)
Language: English

Wikimedians can now choose from several machine learning models which provide insight into different aspects of revisions. But which one is right for your wiki? We'll take a subjective and user-centric tour of the models and the proposed Automoderator feature.


With the advent of the Automoderator tool, communities will have a tool for automatic reverts at their disposal. But there are more similar algorithms out there, and not all are born equal.

This session will take a subjective and user-centric look at three of the ML models available from WMF's teams, with a case study from the Romanian Wikipedia, in order to familiarize the audience with the pros and cons of the different models.

Session recording: https://youtu.be/govhrZZjV6s?t=15570


Как ваша сессия связана с темами события: Открытое сотрудничество?

The Automoderator tool is developed solely by the WMF, but with Lift Wing, at least in theory, anyone can deploy an ML model for the community to use. By presenting this subject to the community, I hope to foster more collaboration within the community and more openness from the development team.

Какой уровень опыта нужен аудитории для вашей сессии?

Everyone can participate in this session

Как вы планируете провести эту сессию?

Onsite in Katowice

С какими другими темами или вопросами соотносится ваша тема? Пожалуйста, выберите из списка тегов ниже.

Product development

See also: Presentation

Programmer by formation, Wikipedian for 18+ years.

This speaker also appears in: