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Laura Ruis · Sep 29, 2022

Large language models are not zero-shot communicators

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Authors . Laura Ruis, Akbir Khan, Stella Biderman, Sara Hooker, Tim Rocktäschel, Edward Grefenstette. TL;DR . Understanding of pragmatics is an essential and ubiquitous part of human communication. We show large language models (LLMs) mostly don’t capture this aspect of language zero-shot, hindering their applicability in the real world. Our analysis indicates where the largest room for…

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