cognate-benchmark

This paper introduces SemCog Bench, a curated benchmark of 1,858 Arabic-Hebrew word pairs with sentence-level annotations, to evaluate LLMs' ability to distinguish true cognates from false friends and loanwords. Results show high accuracy on true cognates but sharp drops on false friends, highlighting a key limitation in cross-lingual semantic reasoning.