Data Statements for NLP
A data statement, according to the authors, is …
a characterization of a dataset that provides context to allow developers and users to better understand how experimental results might generalize,how software might be appropriately deployed,and what biases might be reflected in systems built on the software. (587)
This paper specifically focuses on ethically responsive NLP technology. The authors argue that a data statement should be an integral part of work and writing on NLP.
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