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Allison Cohen

3 accepted papers

2025

LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces

ICML 2025poster

We introduce the *Local Intersectional Visual Spaces* (LIVS) dataset, a benchmark for multi-criteria alignment, developed through a two-year participatory process with 30 community organizations to support the pluralistic alignment of text-to-image (T2I) models in inclusive urban planning. The datas…

Cited by 1SourcePDFScholar
2024

Biasly: An Expert-Annotated Dataset for Subtle Misogyny Detection and Mitigation

ACL 2024findings

Using novel approaches to dataset development, the Biasly dataset captures the nuance and subtlety of misogyny in ways that are unique within the literature. Built in collaboration with multi-disciplinary experts and annotators themselves, the dataset contains annotations of movie subtitles, capturi…