A trained linear probe reveals that LLM activations encode syntactic relation types and directions as directions (angles) and relation existence as distances in a low-dimensional subspace.
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A polar coordinate system represents syntax in large language models
A trained linear probe reveals that LLM activations encode syntactic relation types and directions as directions (angles) and relation existence as distances in a low-dimensional subspace.