Papers by Rida Qadri
ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation (2024.acl-long)
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Akshita Jha, Vinodkumar Prabhakaran, Remi Denton, Sarah Laszlo, Shachi Dave, Rida Qadri, Chandan Reddy, Sunipa Dev
| Challenge: | Existing approaches for evaluating stereotypes have a noticeable lack of coverage of global identity groups and their associated stereotypes. |
| Approach: | They propose to use a dataset to evaluate nationality-based stereotypes in T2I models across 135 nationalities to assess offensive stereotypes. |
| Outcome: | The proposed dataset enables evaluation of known nationality-based stereotypes across 135 nationalities. |
Geo-Cultural Representation and Inclusion in Language Technologies (2024.lrec-tutorials)
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| Challenge: | audi et al.: training and evaluation of language models rely on semi-structured data that is annotated by humans . e-learning tools do not integrate rich and diverse community perspectives into language technologies . |
| Approach: | They will examine how different socio-cultural perspectives influence what is taken as ground truth by models. |
| Outcome: | This tutorial examines how different socio-cultural perspectives influence representations of global concepts. |