TakeTwo Sprint: September 17 - October 15th

demilolu commented 3 years ago

Sprint Priorities:

TakeTwo Crowdsource Data home (university partners, non profit to own public dataset)
API & Browser Extension UI/UX enhancements
ML Model Development
Refactor ML code for scalability
Scraping publicly available data sources (ie. social media – ensure user data rights/consent & respecting privacy)
V2 - Training sequential, contextual model
V3 - Training an explainable AI model

Discussion Summary:

Blocker – finding a “home” for the data ie. a partner/neutral entity to own
Current functionality of API & Browser Extension
Moving to MongoDB (Cloudant / Couch DB not supported going forward)
Types of ML Model + Roadmap
Current ML analysis has been using the Kaggle Jigsaw Toxicity Dataset
Current goal of TakeTwo is NOT to flag content for users while they consume media (though this could be a future goal.
Vision has been focused on providing a private experience for the contributors and those checking their content for potentially racially biased content
What should the unit of analysis (sentence, paragraph, etc.) be?
Engage crowdsource contributors at different levels of granularity to classify binary AND categorically
Work to align API/Browser Ext with ML Models
Potentially doing transfer learning with HateBERT

COMMUNITY DECISIONS NEEDED:

Potential (neutral) partners to host & own public data set curated through TakeTwo
Unit of analysis for data submitted by trusted crowdsource contributors
Granularity for crowdsource contributors to classify data (binary / categorically / both?)
Process & criteria to accept trusted user group of crowdsource contributors
Anyone against moving to MongoDB (Cloudant / Couch DB not supported going forward)?

BLOCKERS:

github-actions[bot] commented 3 years ago

:wave: Hi! This issue has been marked stale due to inactivity. If no further activity occurs, it will automatically be closed in 14 days.

github-actions[bot] commented 2 years ago

:wave: Hi! This issue has been marked stale due to inactivity. If no further activity occurs, it will automatically be closed in 14 days.

Call-for-Code-for-Racial-Justice / TakeTwo