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Literal Lock-In: How Test Language Shifts Literal Attraction in Typed Decision Models on Bengali Idioms

Decision models, non-generative scorers that report a probability over caller-supplied options and emit no text, are increasingly deployed as routers, classifiers and guardrails. Because they generate nothing, rationales and chain-of-thought do not apply.

By Adib Sakhawat, Syed Rifat RaiyanarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 19, 2026.

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