Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color

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Knowledge Triples

Source Entity	Relationship	Target Entity
Efficient Communication Method	relatedTo	Warm Colors Task
Pre-trained Language Models Method	analyzes	Monolexemic Color Terms Material
Structural Alignment Method	evaluates	Perceptual Color Space OtherEntity