Faculty Associate Emily M. Bender will present work on Data Statements at the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).
Wednesday, June 5, 2019
7B: Ethics, Bias & Fairness
10:30 – 12:00
Nicollet A
Chair: Emily Prud’hommeaux
11:42 – 12:00 [TACL] Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science. Emily M. Bender and Batya Friedman.
About Data Statements
In research published in Transactions of the Association for Computational Linguistics, experts in information science and computational linguistics investigate data statements as a practice to address critical ethical and scientific issues that result when systems developed with data from certain populations are used in systems with other populations. Read the full paper here.
Bender, Emily M. and Batya Friedman. 2018. Data Statements for NLP: Toward Mitigating System Bias and Enabling Better Science. Transactions of the Association for Computational Linguistics 6:587-604.