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Exact semantic readout from compressed vector representations

arXiv cs.CL · yesterday Cached

This paper develops a vector logic for formal semantics, characterizing when compressed vector representations allow exact linear or affine readouts of truth conditions, with experiments on GloVe and word2vec embeddings.

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