Language (Technology) is Power: A Critical Survey of "Bias" in NLP

作者: Hal Daumé , Solon Barocas , Su Lin Blodgett , Hanna Wallach

DOI:

关键词:

摘要: … “bias” in NLP systems, … NLP. Based on these findings, we describe the beginnings of a path forward by proposing three recommendations that should guide work analyzing “bias” in NLP …

参考文章(197)
Michael J. Muller, Participatory design: the third space in HCI The human-computer interaction handbook. pp. 1051- 1068 ,(2002) , 10.1201/9781420088892-15
Batya Friedman, Peter H Kahn, Alan Borning, Alina Huldtgren, Value Sensitive Design and Information Systems The Handbook of Information and Computer Ethics. pp. 55- 95 ,(2013) , 10.1002/9780470281819.CH4
Anne Maass, Linguistic Intergroup Bias: Stereotype Perpetuation Through Language Advances in Experimental Social Psychology. ,vol. 31, pp. 79- 121 ,(1999) , 10.1016/S0065-2601(08)60272-5
Mary Bucholtz, Audrey Lopez, Allina Mojarro, Elena Skapoulli, Chris VanderStouwe, Shawn Warner-Garcia, Sociolinguistic Justice in the Schools: Student Researchers as Linguistic Experts Language and Linguistics Compass. ,vol. 8, pp. 144- 157 ,(2014) , 10.1111/LNC3.12070
Dolf Trieschnigg, Dong Nguyen, Rilana Gravel, Theo Meder, "How Old Do You Think I Am?" A Study of Language and Age in Twitter international conference on weblogs and social media. pp. 439- 448 ,(2013)
Stephen Kemmis, Participatory action research and the public sphere Educational Action Research. ,vol. 14, pp. 459- 476 ,(2006) , 10.1080/09650790600975593
Shaowen Bardzell, Jeffrey Bardzell, Towards a feminist HCI methodology Proceedings of the 2011 annual conference on Human factors in computing systems - CHI '11. pp. 675- 684 ,(2011) , 10.1145/1978942.1979041