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Old Age
Language as a matrix product state
November 04, 2017 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Vasily Pestun, John Terilla, Yiannis Vlassopoulos
arXiv ID
1711.01416
Category
cs.CL: Computation & Language
Cross-listed
cond-mat.dis-nn,
cs.LG,
cs.NE,
stat.ML
Citations
15
Venue
arXiv.org
Last Checked
4 months ago
Abstract
We propose a statistical model for natural language that begins by considering language as a monoid, then representing it in complex matrices with a compatible translation invariant probability measure. We interpret the probability measure as arising via the Born rule from a translation invariant matrix product state.
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