| --- |
| dataset_info: |
| features: |
| - name: sentence1 |
| dtype: string |
| - name: offensiveness |
| dtype: string |
| - name: intent |
| dtype: string |
| - name: metadata |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 3680400 |
| num_examples: 1783 |
| - name: validation |
| num_bytes: 3542986 |
| num_examples: 1769 |
| - name: train |
| num_bytes: 21927454 |
| num_examples: 12132 |
| download_size: 5766456 |
| dataset_size: 29150840 |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/test-* |
| - split: validation |
| path: data/validation-* |
| - split: train |
| path: data/train-* |
| license: cc-by-4.0 |
| source_datasets: |
| - allenai/social_bias_frames |
| tags: |
| - decision-model |
| --- |
| |
| # sbic |
|
|
| SBIC reliable crowd judgments, one post per row with two nullable labels. |
|
|
| sentence1 is the original post. offensiveness and intent are nullable |
| categorical labels; filter out nulls for the desired task. metadata is a |
| JSON string with the original annotation rows and aggregation statistics. |
|
|
| At least three distinct workers and 75% agreement on a native category are |
| required per view (normally unanimity with three workers). Repeat stereotype |
| rows never add votes; conflicting ratings by the same worker abstain for that |
| field. Uncertain/probably ratings remain their original categories, not |
| probabilities. A missing group-target answer is not a negative label. |
| Group-target ratings and rationales are retained only in metadata: a coarse |
| review found a unanimous but questionable negative. whoTarget=1 means |
| identity-group targeting; the legacy Hub card reverses this mapping. |
| Native splits are retained; normalized duplicate posts favor test, validation, |
| then train, even when the holdout lacks a reliable label. Posts conflicting |
| with the existing SBIC_Disagreement task splits are excluded, not moved. Metadata retains |
| source row IDs, hashed worker IDs, original ratings, target annotations and |
| per-view vote counts/agreement/exclusion reasons. Annotation demographics are |
| not model inputs. Original annotations: CC BY 4.0; posts retain source terms. |
| Rebuild: python scripts/upload_repackaged.py sbic |
|
|
| Original data: [allenai/social_bias_frames](https://huggingface.co/datasets/allenai/social_bias_frames), [original distribution](https://huggingface.co/datasets/allenai/social_bias_frames). Repackaged as parquet for [tasksource](https://github.com/sileod/tasksource) by [scripts/repackage_dataset/sbic.py](https://github.com/sileod/tasksource/blob/main/scripts/repackage_dataset/sbic.py#L86). |
|
|
| [Conversion provenance](provenance.json): source revisions, hashes, configuration and exclusions. |
|
|
