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Aligning Packed Dependency Trees: a theory of composition for distributional semantics
August 25, 2016 ยท Declared Dead ยท ๐ International Conference on Computational Logic
"No code URL or promise found in abstract"
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Authors
David Weir, Julie Weeds, Jeremy Reffin, Thomas Kober
arXiv ID
1608.07115
Category
cs.CL: Computation & Language
Citations
28
Venue
International Conference on Computational Logic
Last Checked
4 months ago
Abstract
We present a new framework for compositional distributional semantics in which the distributional contexts of lexemes are expressed in terms of anchored packed dependency trees. We show that these structures have the potential to capture the full sentential contexts of a lexeme and provide a uniform basis for the composition of distributional knowledge in a way that captures both mutual disambiguation and generalization.
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