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    <abstract>Against the background of what has been termed a reproducibility crisis in science, the NLP field is becoming increasingly interested in, and conscientious about, the reproducibility of its results. The past few years have seen an impressive range of new initiatives, events and active research in the area. However, the field is far from reaching a consensus about how reproducibility should be defined, measured and addressed, with diversity of views currently increasing rather than converging. With this focused contribution, we aim to provide a wide-angle, and as near as possible complete, snapshot of current work on reproducibility in NLP,</abstract>
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%0 Conference Proceedings
%T A Systematic Review of Reproducibility Research in Natural Language Processing
%A Belz, Anya
%A Agarwal, Shubham
%A Shimorina, Anastasia
%A Reiter, Ehud
%S Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
%D 2021
%8 apr
%I Association for Computational Linguistics
%C Online
%F belz-etal-2021-systematic
%X Against the background of what has been termed a reproducibility crisis in science, the NLP field is becoming increasingly interested in, and conscientious about, the reproducibility of its results. The past few years have seen an impressive range of new initiatives, events and active research in the area. However, the field is far from reaching a consensus about how reproducibility should be defined, measured and addressed, with diversity of views currently increasing rather than converging. With this focused contribution, we aim to provide a wide-angle, and as near as possible complete, snapshot of current work on reproducibility in NLP,
%R 10.18653/v1/2021.eacl-main.29
%U https://aclanthology.org/2021.eacl-main.29
%U https://doi.org/10.18653/v1/2021.eacl-main.29
%P 381-393

Markdown (Informal)

[A Systematic Review of Reproducibility Research in Natural Language Processing](https://aclanthology.org/2021.eacl-main.29) (Belz et al., EACL 2021)

• A Systematic Review of Reproducibility Research in Natural Language Processing (Belz et al., EACL 2021)

ACL

• Anya Belz, Shubham Agarwal, Anastasia Shimorina, and Ehud Reiter. 2021. A Systematic Review of Reproducibility Research in Natural Language Processing. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, pages 381–393, Online. Association for Computational Linguistics.