toxicity evaluator added #70
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
neubig
approved these changes
Sep 23, 2024
| Please use evaluate_multiple() for other metrics." | ||
| ) | ||
|
|
||
| return self._get_toxicity_scores(hyp)["toxicity"] |
There was a problem hiding this comment.
This is fine for now, but we could also make this configurable by passing in variety in the initializer of the class.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
This PR implemented the ToxicityEvaluator class. It provides methods for evaluating single or batch of text strings using the Perspective API.
evaluate()andevaluate_batch()methods, only the "toxicity" metric is supported.evaluate_multiple()orevaluate_batch_multiple().Additionally, this PR fixed the file naming of dataset_ml.py to dataset_lm.py.
References
``