For 40 German nouns, human similarity judgments and language model embeddings align mainly because both are organized along the concreteness dimension, not along frequency, length, or orthographic similarity.
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The Representational Alignment between Humans and Language Models is implicitly driven by a Concreteness Effect
For 40 German nouns, human similarity judgments and language model embeddings align mainly because both are organized along the concreteness dimension, not along frequency, length, or orthographic similarity.