"Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Standard

"Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP. / Rogers, Anna; Baldwin, Timothy; Leins, Kobi.

Findings of the Association for Computational Linguistics: EMNLP 2021. Punta Cana, Dominican Republic : Association for Computational Linguistics (ACL), 2021. p. 4821-4833.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Harvard

Rogers, A, Baldwin, T & Leins, K 2021, "Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP. in Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics (ACL), Punta Cana, Dominican Republic, pp. 4821-4833. <https://aclanthology.org/2021.findings-emnlp.414>

APA

Rogers, A., Baldwin, T., & Leins, K. (2021). "Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP. In Findings of the Association for Computational Linguistics: EMNLP 2021 (pp. 4821-4833). Association for Computational Linguistics (ACL). https://aclanthology.org/2021.findings-emnlp.414

Vancouver

Rogers A, Baldwin T, Leins K. "Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP. In Findings of the Association for Computational Linguistics: EMNLP 2021. Punta Cana, Dominican Republic: Association for Computational Linguistics (ACL). 2021. p. 4821-4833

Author

Rogers, Anna ; Baldwin, Timothy ; Leins, Kobi. / "Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP. Findings of the Association for Computational Linguistics: EMNLP 2021. Punta Cana, Dominican Republic : Association for Computational Linguistics (ACL), 2021. pp. 4821-4833

Bibtex

@inproceedings{47b5a9be53cc4a9ab0634e9d6e5482f5,
title = "{"}Just What Do You Think You're Doing, Dave?{"} A Checklist for Responsible Data Use in NLP",
abstract = "A key part of the NLP ethics movement is responsible use of data, but exactly what that means or how it can be best achieved remain unclear. This position paper discusses the core legal and ethical principles for collection and sharing of textual data, and the tensions between them. We propose a potential checklist for responsible data (re-)use that could both standardise the peer review of conference submissions, as well as enable a more in-depth view of published research across the community. Our proposal aims to contribute to the development of a consistent standard for data (re-)use, embraced across NLP conferences.",
author = "Anna Rogers and Timothy Baldwin and Kobi Leins",
year = "2021",
month = nov,
day = "1",
language = "English",
pages = "4821--4833",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
publisher = "Association for Computational Linguistics (ACL)",
address = "United States",

}

RIS

TY - GEN

T1 - "Just What Do You Think You're Doing, Dave?" A Checklist for Responsible Data Use in NLP

AU - Rogers, Anna

AU - Baldwin, Timothy

AU - Leins, Kobi

PY - 2021/11/1

Y1 - 2021/11/1

N2 - A key part of the NLP ethics movement is responsible use of data, but exactly what that means or how it can be best achieved remain unclear. This position paper discusses the core legal and ethical principles for collection and sharing of textual data, and the tensions between them. We propose a potential checklist for responsible data (re-)use that could both standardise the peer review of conference submissions, as well as enable a more in-depth view of published research across the community. Our proposal aims to contribute to the development of a consistent standard for data (re-)use, embraced across NLP conferences.

AB - A key part of the NLP ethics movement is responsible use of data, but exactly what that means or how it can be best achieved remain unclear. This position paper discusses the core legal and ethical principles for collection and sharing of textual data, and the tensions between them. We propose a potential checklist for responsible data (re-)use that could both standardise the peer review of conference submissions, as well as enable a more in-depth view of published research across the community. Our proposal aims to contribute to the development of a consistent standard for data (re-)use, embraced across NLP conferences.

M3 - Article in proceedings

SP - 4821

EP - 4833

BT - Findings of the Association for Computational Linguistics: EMNLP 2021

PB - Association for Computational Linguistics (ACL)

CY - Punta Cana, Dominican Republic

ER -

ID: 285387443