Author

Eilam Shapira

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#machine learning May 2026

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

This work introduces MulTaBench, a benchmark of 40 datasets, split equally between image-tabular and text-tabular tasks, designed to enable the research of novel architectures which incorporate joint modeling and target-aware representations, paving the way for the development of novel Multimodal Tabular Foundation Mod...

Alan Arazi, Eilam Shapira, Shoham Grunblat et al. · arXiv.org · 3 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