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cs.CL2026
When Reranking Hurts: Uncertainty-Based Gating for Few-Shot Reranking
Orian Dabod, Amir DN Cohen, Gabriel Stanovsky
Few-shot selection typically assumes that reranking retrieved examples always improves performance. We challenge this view by identifying that the expensive reranking step can in f…
cs.CL2026
Dicta-LM 3.0: Advancing The Frontier of Hebrew Sovereign LLMs
Shaltiel Shmidman, Avi Shmidman, Amir DN Cohen +1
Open-weight LLMs have been released by frontier labs; however, sovereign Large Language Models (for languages other than English) remain low in supply yet high in demand. Training…