Hyperbolic geometry of word vectors

Project: Monitored by Research Administration

Project Details

Grant Program

Faculty Development Competitive Research Grants 2020-2022

Project Description

The given project aims to show analytically that hyperbolic geometry underlies words in human language and verify this claim experimentally. Use the theory to investigate properties of word embeddings and to derive a competitive hyperbolic sentence embedding method.
StatusActive
Effective start/end date1/1/2012/31/22

Keywords

  • word embeddings
  • scale-free networks
  • hyperbolic geometry

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