Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
Update README.md
Browse files
README.md
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- robustness
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size_categories:
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- 10K<n<100K
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-
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pretty_name: RobustBiasBench
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description: >
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RobustBiasBench consists of 18,404 U.S. policy text excerpts manually annotated
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robustness of language models in fairness-critical tasks, with both clean and
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perturbed versions of the data available.
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dataset_format:
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file_type: csv
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fields:
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- policy: "Text excerpt of the policy (typically 1–3 sentences)"
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- bias_type_merged: "Mapped class: one of group_1, group_2, or no_bias"
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label_schema:
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bias_type:
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group_1: ["economic", "education", "political", "citizenship", "criminal_justice"]
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normative_framing:
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values: ["explicit", "implicit", "no_bias"]
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class_distribution:
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no_bias: 6017
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group_1: 6246
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group_2: 6141
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-
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license_details: >
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The dataset is released under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
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-
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citation: >
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@inproceedings{bonagiri2025robustbiasbench,
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- robustness
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size_categories:
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- 10K<n<100K
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+
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+
---
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+
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pretty_name: RobustBiasBench
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description: >
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RobustBiasBench consists of 18,404 U.S. policy text excerpts manually annotated
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|
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robustness of language models in fairness-critical tasks, with both clean and
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perturbed versions of the data available.
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+
---
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+
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dataset_format:
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file_type: csv
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fields:
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- policy: "Text excerpt of the policy (typically 1–3 sentences)"
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- bias_type_merged: "Mapped class: one of group_1, group_2, or no_bias"
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+
---
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+
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label_schema:
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bias_type:
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group_1: ["economic", "education", "political", "citizenship", "criminal_justice"]
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normative_framing:
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values: ["explicit", "implicit", "no_bias"]
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+
---
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class_distribution:
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no_bias: 6017
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group_1: 6246
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group_2: 6141
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+
---
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license_details: >
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The dataset is released under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
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+
---
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citation: >
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@inproceedings{bonagiri2025robustbiasbench,
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