Author

Constanza Fierro

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#machine learning Jul 2026

Pathways of Visual Information Flow in Vision-Language Models

Across three visual tasks, it is shown that pathway selection is task-dependent, and that data distribution and prompt design can also modulate which pathway is used to solve the image-based query.

Israfel Salazar, Stella Frank, Dan Oneata et al. · arXiv.org · 3 citations · ⚡1

#natural language process... Preprint Aug 2026

Latent-Space Intervention for Cross-Lingual Factual Consistency: Consistency Improvements without Accuracy Drops

It is found that latent intervention improves geometric alignment between languages, and that this improvement translates into consistent gains in cross-lingual consistency with English across both open-ended and multiple-choice QA formats, without degrading factual accuracy.

Faeze Ghorbanpour, Constanza Fierro, Alexander Fraser et al. · 1 citation · ⚡1