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A Code Token Type Taxonomy-enhanced dataset with pre-computed token types for Python150k

Le, Kim Tuyen; Rashidi, Gabriel; Andrzejak, Artur


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  <dc:creator>Le, Kim Tuyen</dc:creator>
  <dc:creator>Rashidi, Gabriel</dc:creator>
  <dc:creator>Andrzejak, Artur</dc:creator>
  <dc:date>2021-07-30</dc:date>
  <dc:description>Code Token Type Taxonomy (CT3) is a methodology for refined evaluation of ML-based code completion approaches.

We published the CT3-enhanced dataset with pre-computed token types for each token in the Python150k dataset.

The dataset was obtained from an empirical study of the below paper:

Kim Tuyen Le, Gabriel Rashidi, and Artur Andrzejak. A Methodology for Refined Evaluation of ML-based Code Completion Approaches. In KDD Workshop on Programming Language Processing (PLP), August 14-18, 2021 (Virtual).

Please read the README.txt file for detailed information of structuring the enhanced dataset.</dc:description>
  <dc:identifier>https://zenodo.org/record/5148586</dc:identifier>
  <dc:identifier>10.5281/zenodo.5148586</dc:identifier>
  <dc:identifier>oai:zenodo.org:5148586</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.5148585</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>code completion</dc:subject>
  <dc:subject>accuracy evaluation</dc:subject>
  <dc:subject>code token types</dc:subject>
  <dc:title>A Code Token Type Taxonomy-enhanced dataset with pre-computed token types for Python150k</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
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