Author

Lotem Peled-Cohen

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#artificial intelligence Preprint Sep 2026

It's Not What the Image Shows: Irrelevant Context Destabilises VLM Judges Without Informing Them

MIST, the Misleading-Image Stress Test: 200 English sentences, each built around a phrase readable either figuratively or literally and shown with an aligned image depicting its reading, a misleading image depicting the opposite, or no image at all is introduced.

Nagham Omar, Mahmoud Jabarin, Kinan Ibraheem et al. · 0 citations

#small language model Open access Sep 2026

Dementia Language Models: a generalizable and controllable representation of cognitive impairment

Dementia Language Models are introduced—a generalizable and controllable representation of cognitive impairment through language—alongside an evaluation framework for establishing their validity and clinical grounding and could support clinician training, hypothesis generation, and scalable experimentation, reserving p...

Lotem Peled-Cohen, Amit Shmidov, Netaniel Rein et al. · bioRxiv · 0 citations