---
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.