Author

Christopher W. Myers

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Preprint Sep 2026

Diagnosing the Sources of Compositional Failure in Vision-Language Models: A Controlled Analysis

Vision-language models (VLMs) often struggle with compositional reasoning tasks, but the reasons for this underperformance remain unclear. A common hypothesis is that models struggle to integrate multiple components, leading to training interventions to improve compositional binding. However, this assumption has never...

Mona Gandhi, Cenk Merih Olcay, Kuan-Chieh Lo et al. · 0 citations

#natural language process... Preprint Sep 2026

Temporal Taxation Compounds Under Post-Training Compression of Whisper Models

It is shown that single-snapshot fairness audits on full-precision models do not capture the deployment-time burden that compression places on already-marginalized speakers, and cast the temporal-taxation construct of Choi and Choi (2025) as a quantitative metric.

Srishti Ginjala, E. Fosler-Lussier, Christopher W. Myers et al. · 0 citations