Our paper on mapping LMs to grounded conceptual spaces was accepted to #ICLR2022! We study how well a conceptual space learned from text (e.g., by large LMs) can be mapped onto a grounded conceptual space (e.g., a world of colours) with only a small number of in-concept samples.
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