Aligning Packed Dependency Trees: a theory of composition for distributional semantics

We present a new framework for compositional distributional semantics in\nwhich the distributional contexts of lexemes are expressed in terms of anchored\npacked dependency trees. We show that these structures have the potential to\ncapture the full sentential contexts of a lexeme and provide a uniform basis\nfor the composition of distributional knowledge in a way that captures both\nmutual disambiguation and generalization.\n

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