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.

Sign up for GitHub

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

Jump to bottom

Investigate impact of FP precision on scores #13

Open
zeynepakkalyoncu opened this issue Jun 10, 2019 · 0 comments
Open

Investigate impact of FP precision on scores #13

zeynepakkalyoncu opened this issue Jun 10, 2019 · 0 comments
Assignees
@zeynepakkalyoncu

Comments

@zeynepakkalyoncu
Copy link
Member

Small difference (i.e: third decimal) in FP sentence scores leads to ~0.1-0.5 difference in AP. We also observe this in hyperparameter finetuning (currently addressed by picking the smaller numbers).

Relevant: https://cs.uwaterloo.ca/~jimmylin/publications/Lin_Yang_SIGIR2019.pdf
@zeynepakkalyoncu zeynepakkalyoncu self-assigned this Jun 10, 2019
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@zeynepakkalyoncu zeynepakkalyoncu

Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@zeynepakkalyoncu