Dataset · Hugging Face

FairForget/LENS-WarBias

Name: LENS-WarBias
Creator: FairForget
License: cc-by-4.0
Keywords: language:uk, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, bias, machine-unlearning, multilingual, synthetic

LENS-WarBias Version 1.3 — research draft; independent human validation pending. LENS-WarBias is a Ukrainian–English prompt dataset for studying war-related stereotype elicitation and transfer after model unlearning. It covers 981 WarBias matrix entries, 129 case families, 15 actor profiles and 56 actor/gender/age variants. It contains prompts and provenance metadata, not target-model responses, a validated forget set, or measured model scores. The dataset contains deliberately… See the full description on the dataset page: https://huggingface.co/datasets/FairForget/LENS-WarBias.

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Author / organization	FairForget
License (as declared)	cc-by-4.0
Downloads	297 (as reported by Hugging Face)
Likes	0
Created	8 September 2026
Last updated at source	8 September 2026

biasmachine-unlearningmultilingualsyntheticevaluationwarbiaslens

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