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.
No clues good clues: out of context Lexical Relation Classification
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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.