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Hits 1 – 5 of 5
1
A Systematic Review of Reproducibility Research in Natural Language Processing
Belz, Anya
;
Agarwal, Shubham
;
Shimorina, Anastasia
;
Reiter, Ehud
In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume ; https://hal.archives-ouvertes.fr/hal-03466170 ; Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Apr 2021, Online, France. pp.381-393, ⟨10.18653/v1/2021.eacl-main.29⟩ (2021)
Abstract:
International audience ; Against the background of what has beentermed 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, delineating differences and similarities, and providing pointers to common denominators.
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
URL:
https://doi.org/10.18653/v1/2021.eacl-main.29
https://hal.archives-ouvertes.fr/hal-03466170
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2
Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definition
van Miltenburg, Emiel
;
Howcroft, David
;
Rieser, Verena
. - : Association for Computational Linguistics (ACL), 2020
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3
The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation Results ...
Mille, Simon
;
Belz, Anya
;
Bohnet, Bernd
. - : Zenodo, 2020
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4
The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation Results ...
Mille, Simon
;
Belz, Anya
;
Bohnet, Bernd
. - : Zenodo, 2020
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5
Finding common ground: towards a surface realisation shared task
White, Mike
;
Belz, Anya
;
Stent, Amanda
...
In: Belz, Anya, White, Mike, van Genabith, Josef orcid:0000-0003-1322-7944 , Hogan, Deirdre and Stent, Amanda (2010) Finding common ground: towards a surface realisation shared task. In: INLG 2010 - 6th International Natural Language Generation Conference, 7-9 July 2010, Trim, Co. Meath, Ireland. (2010)
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