Author

Desmond Elliott

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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

Preprint Jul 2026

Rate-Utility Frontiers for Language Encodings: Comparing Tokens, Bytes, and Pixels Under Controlled Linguistic Content

This work uses verified parallel sentences to compare tokens, bytes, and pixels through a shared bottleneck whose width is swept to trace rate-utility frontiers, and evaluates three utilities: surface form preservation, cross-lingual sentence alignment, and topic classification.

Ingo Ziegler, M. Krebs, Desmond Elliott · 0 citations