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Author

Nadav Borenstein

2 papers indexed here

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Preprint Aug 2026

MMMMM: A Unified Taxonomy for Investigating the Mechanisms of Multilingual MultiModal Misinformation

A novel, comprehensive taxonomy of multimodal misinformation grounded in an in-depth qualitative analysis of the data and prior theoretical work is developed, which leads to previously undocumented insights about how social media users combine images with text to spread misinformation in the wild.

Nadav Borenstein, Greta Warren, Desmond Elliott et al. · 0 citations
#artificial intelligence Preprint Aug 2025

BiasGym: A Simple and Generalizable Framework for Analyzing and Removing Biases through Injection

The proposed framework enables consistent bias elicitation for better localization of bias conceptual association in the model space, supports targeted debiasing without degrading performance on downstream tasks, and generalizes to biases unseen during fine-tuning.

Sekh Mainul Islam, Nadav Borenstein, Siddhesh Pawar et al. · 1 citation

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