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Who Receives Respect? A Counterfactual Benchmark for Honorific Allocation Bias in Bengali
Bengali has no grammatical gender, but honorificity is obligatory: every third-person reference must choose ordinary or respectful register. English has no such signal, so the system must choose a level of deference that the source never specified. We use this property to measure how large language
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