Add BLEU metric to Evidently #1486
Draft
Conversation
This file contains hidden or 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
Fixes evidentlyai#1319 Add BLEU metric implementation to compute scores for each row and a summary BLEU metric for the dataset. * **New BLEU Metric Implementation** - Create `src/evidently/metrics/bleu_metric.py` to implement the BLEU metric. - Define BLEUMetricResult and BLEUMetric classes. - Implement BLEUMetricRenderer for HTML rendering of BLEU scores. * **Integration with Existing Code** - Update `src/evidently/metric_preset/text_evals.py` to include BLEU metric in the descriptors list. - Update `src/evidently/metrics/__init__.py` to import and reference the BLEU metric. * **Testing** - Add `tests/metrics/test_bleu_metric.py` to include tests for the BLEU metric.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
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Outdated suggestions cannot be applied.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.
Fixes #1319
Add BLEU metric implementation to compute scores for each row and a summary BLEU metric for the dataset.
New BLEU Metric Implementation
src/evidently/metrics/bleu_metric.pyto implement the BLEU metric.Integration with Existing Code
src/evidently/metric_preset/text_evals.pyto include BLEU metric in the descriptors list.src/evidently/metrics/__init__.pyto import and reference the BLEU metric.Testing
tests/metrics/test_bleu_metric.pyto include tests for the BLEU metric.