Five sources of bias in natural language processing

Author:

Hovy Dirk1,Prabhumoye Shrimai2

Affiliation:

1. Marketing Department Bocconi University Milan Italy

2. School of Computer Science Carnegie Mellon University Pittsburgh Pennsylvania USA

Funder

H2020 European Research Council

Publisher

Wiley

Subject

Linguistics and Language

Reference116 articles.

1. Agarwal O. Durupınar F. Badler N. I. &Nenkova A.(2019). Word embeddings (also) encode human personality stereotypes.Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) 205–211.Minneapolis Minnesota: Association for Computational Linguistics.https://www.aclweb.org/anthology/S19‐1023

2. M. Alfano D. Hovy M. Mitchell M. Strube 2018

3. Angwin J. Larson J. Mattu S. &Kirchner L.(2016). Machine bias.ProPublica May 23.https://www.propublica.org/article/machine‐bias‐risk‐assessments‐in‐criminal‐sentencing

4. Asad M. Dombrowski L. Costanza‐Chock S. Erete S. &Harrington C.(2019). Academic accomplices: Practical strategies for research justice.Companion Publication of the 2019 on Designing Interactive Systems Conference 2019 Companion(pp.353–356).

5. Bahdanau D. Cho K. &Bengio Y.(2015). Neural machine translation by jointly learning to align and translate. In Y. Bengio & Y. LeCun (Eds.) 3rd International Conference on Learning Representations ICLR 2015 San Diego CA USA May 7‐9 2015 Conference Track Proceedings.http://arxiv.org/abs/1409.0473

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