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The 1st Workshop on Pragmatic Reasoning in Language Models (PragLM) aims to stimulate research on LLMs as pragmatically competent language users. We invite contributions that will forward the discussion of understanding and improvement of LLMs' capability to generate natural language flexibly and efficiently across contexts, with relations to research on the cognitive and linguistic processes supporting effective, context-sensitive communication. Our interdisciplinary theme brings together researchers in NLP, computational pragmatics, cognitive science, and other fields.