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PardisSzah/fairstress-core

FairStress-Core This dataset has been merged into PardisSzah/fairstress as the core split. Load it with load_dataset("PardisSzah/fairstress", split="core"). This repo is kept as-is for existing links but is no longer updated. Release subset for the paper "Asymmetrically Unfair Decision Making and Reasoning in LLMs". 48,005 rows (from 49,920), stratified via 2PL IRT (Fluid Benchmarking) from the full 13M-row FairStress corpus: 300 scenarios, 29 domains, 4 identity-signaling… See the full description on the dataset page: https://huggingface.co/datasets/PardisSzah/fairstress-core.

Author / organizationPardisSzah
License (as declared)cc-by-4.0
Downloads137 (as reported by Hugging Face)
Likes0
Created2 October 2026
Last updated at source19 October 2026
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137 now (+6 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

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  • 19 Oct 2026 License: unknown → cc-by-4.0
  • 19 Oct 2026 Description: FairStress-Core FairStressCore, with the paper's two corrections applied directly: 432 rows polarity-fixed, 1,915 rows dropped (case-content overlap). Result: 48,005 rows (from 49,920). A 6th template (severance vs. contested termination) i → FairStress-Core This dataset has been merged into PardisSzah/fairstress as the core split. Load it with load_dataset("PardisSzah/fairstress", split="core"). This repo is kept as-is for existing links but is no longer updated. Release subset
  • 19 Oct 2026 Description: FairStress-Core FairStress-Core, with the FairStress paper's two validated corrections baked in directly (previously applied by the eval harness at scoring time instead): Question-polarity negation. 5 of 300 scenario templates ask a negativ → FairStress-Core FairStressCore, with the paper's two corrections applied directly: 432 rows polarity-fixed, 1,915 rows dropped (case-content overlap). Result: 48,005 rows (from 49,920). A 6th template (severance vs. contested termination) i

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Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 19 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.