Mirrors/the-algorithm
2
0
Fork 0
mirror of https://github.com/twitter/the-algorithm.git synced 2024-11-18 01:19:21 +01:00
Code Issues Packages Projects Releases Wiki Activity
65c3a3fe90
the-algorithm/trust_and_safety_models
History
twitter-team bb095608b7 [minor] Fix grammar + typo issues 
Closes #557, closes #678, closes #748, closes #806, closes #818, closes #842, closes #866, closes #948, closes #1024, closes #1313, closes #1458, closes #1461, closes #1465, closes #1491, closes #1503, closes #1539, closes #1611
2023-04-04 16:13:24 -05:00
..
abusive Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
nsfw Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
toxicity Twitter Recommendation Algorithm 2023-03-31 17:36:31 -05:00
README.md [minor] Fix grammar + typo issues 2023-04-04 16:13:24 -05:00

README.md

Trust and Safety Models

We decided to open source the training code of the following models:

  • pNSFWMedia: Model to detect tweets with NSFW images. This includes adult and porn content.
  • pNSFWText: Model to detect tweets with NSFW text, adult/sexual topics.
  • pToxicity: Model to detect toxic tweets. Toxicity includes marginal content like insults and certain types of harassment. Toxic content does not violate Twitter's terms of service.
  • pAbuse: Model to detect abusive content. This includes violations of Twitter's terms of service, including hate speech, targeted harassment and abusive behavior.

We have several more models and rules that we are not going to open source at this time because of the adversarial nature of this area. The team is considering open sourcing more models going forward and will keep the community posted accordingly.