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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

Vision-language models (VLMs) are increasingly used in place of human annotators, making it important that substitutability tests reflect the model rather than incidental evaluation conditions. We introduce MIST, the Misleading-Image Stress Test: 200 English sentences, each built around a phrase readable either figurat...

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

We introduce Dementia Language Models (DLMs)—a generalizable and controllable representation of cognitive impairment through language—alongside an evaluation framework for establishing their validity and clinical grounding. DLMs created by large language models fine-tuned on a small clinical corpus successfully generat...

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

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