Asymmetric semantic relations form clearer linear regions in LM spaces than symmetric ones, with only moderate encoding of directionality and transitivity and model-dependent reliance on lexical vs contextual cues.
Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics
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Relation Geometry in Semantic Space of Language Models
Asymmetric semantic relations form clearer linear regions in LM spaces than symmetric ones, with only moderate encoding of directionality and transitivity and model-dependent reliance on lexical vs contextual cues.