Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add tag-consensus harassment/abuse tag note scoring + reputation filtering #162

Merged
merged 1 commit into from
Nov 14, 2023

Conversation

jbaxter
Copy link
Collaborator

@jbaxter jbaxter commented Nov 14, 2023

-After the 1st phase matrix factorization, compute a new matrix factorization with the harassment/abuse tag as the label, instead of the overall helpful rating like normal.
-Add a large rater reputation penalty on raters who have rated any notes with extremely high harassment/abuse scores as helpful
-Support BCEWithLogits loss and pos_weight in order to train the imbalanced binary matrix factorization well

…ering

- After the 1st phase matrix factorization, compute a new matrix factorization with the harassment/abuse tag as the label, instead of the overall helpful rating like normal.
-Add a large rater reputation penalty on raters who have rated any notes with extremely high harassment/abuse scores as helpful
-Support BCEWithLogits loss and pos_weight in order to train the imbalanced binary matrix factorization well
@jbaxter jbaxter merged commit dfa155f into main Nov 14, 2023
3 checks passed
@jbaxter jbaxter deleted the jbaxter/2023_11_13_tag_consensus_algorithm_code branch June 27, 2024 23:19
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Development

Successfully merging this pull request may close these issues.

1 participant