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2022-dusek-p3325313988598131785.pdf
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🔗 Source: ufal.mff.cuni.cz
📊 Size: 170 KB
📄 Pages: 10 pages
⬇️ Downloads: 329

Summary

Two reproduction studies of a human-assessed comparative evaluation of a semantic error detection system for data-to-text generation were conducted. The original study by Dušek and Kasner (2020) compared outputs from their NLI-SED system with reference labels from the E2E and WebNLG shared tasks. The reproductions involved the same evaluators and new evaluators, testing repeatability and reproducibility. Results showed different degrees of reproducibility depending on result type, data, and labelling task, with mostly poor reproducibility results. The study highlights the importance of ensuring good levels of reproducibility in NLP work and provides resources for future research.

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Description

Two reproduction studies of a human-assessed comparative evaluation of a semantic error detection system for data-to-text generation were conducted.

Technical Information

  • File Format: PDF
  • File Size: 170 KB
  • Pages: 10
  • Language: EN
  • Total Downloads: 329
  • Last Updated: 3 hours ago

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