software . 2020

Building Location Embeddings from Physical Trajectories and Textual Representations

Biester, Laura; Banea, Carmen; Mihalcea, Rada;
Open Source English
  • Published: 01 Jan 2020
  • Publisher: Zenodo
Abstract
<p>Code for building and evaluating location embeddings for the 2020 AACL-IJCNLP&nbsp;paper &quot;Building Location Embeddings from Physical Trajectories and Textual Representations.&quot;</p> <p><strong>Abstract:&nbsp;</strong>Word embedding methods have become the de-facto way to represent words, having been successfully applied to a wide array of natural language processing tasks. In this paper, we explore the hypothesis that embedding methods can also be effectively used to represent spatial locations. Using a new dataset consisting of the location trajectories of 729 students over a seven month period and text data related to those locations, we implement s...
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Software . 2020
Provider: Zenodo
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