Resource papers as registered reports: a proposal

Research output: Contribution to journalArticleScientificpeer-review

Abstract

This is a proposal for publishing resource papers as registered reports in the Northern European Journal of Language Technology. The idea is that authors write a data collection plan with a full data statement, to the extent that it can be written before data collection starts. Once the proposal is approved, publication of the final resource paper is guaranteed, as long as the data collection plan is followed (modulo reasonable changes due to unforeseen circumstances). This proposal changes the reviewing process from an antagonistic to a collaborative enterprise, and hopefully encourages NLP resources to develop and publish more high-quality datasets. The key advantage of this proposal is that it helps to promote responsible resource development (through constructive peer review) and to avoid research waste.
Original languageEnglish
Pages (from-to)1-6
Number of pages6
JournalNorthern European Journal of Language Technology
Volume9
Issue number1
DOIs
Publication statusPublished - 14 Jul 2023

Keywords

  • Proposal
  • Data collection plan
  • NLP
  • Collaborative enterprise
  • Responsible resource development

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