jevbench / README.md
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Add the build script; card says how to rebuild
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metadata
language:
  - en
license: other
license_name: mixed-see-source
license_link: https://github.com/uspraveen/Jevify/blob/main/docs/DATASETS.md
task_categories:
  - text-classification
tags:
  - decision-model
  - calibration
  - jev
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*
      - split: validation
        path: data/validation-*

jevbench

A flat, loadable sample of Praveenrajus/jev-bench (revision c37b0f6): 200 rows per data config and split, from the 22 data configs (model-prediction dumps excluded), merged into one table with the config in a task column.

Each row is a decision: a state, a typed question (JSON: type is choice, noul yes/no, or score on an ordinal scale, with instructions and criteria), the gold label, and soft_label, the human label distribution where annotator votes exist (chaosnli, go_emotions, civil_comments, measuring_hate_speech; empty otherwise). Every field is a string: the source configs disagree on soft_label's type, so they cannot be loaded as one dataset directly.

Licenses are those of the underlying datasets; see the source dataset's manifest. Rows are sampled with a fixed seed by build_jevbench.py in this repo: python build_jevbench.py --out DIR [--push tasksource/jevbench] rebuilds it exactly.