TY - GEN
T1 - Gender and power
T2 - 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014
AU - Prabhakaran, Vinodkumar
AU - Reid, Emily E.
AU - Rambow, Owen
N1 - Publisher Copyright: © 2014 Association for Computational Linguistics.
PY - 2014
Y1 - 2014
N2 - We investigate the interaction of power, gender, and language use in the Enron email corpus. We present a freely available extension to the Enron corpus, with the gender of senders of 87% messages reliably identified. Using this data, we test two specific hypotheses drawn from the sociolinguistic literature pertaining to gender and power: women managers use face-saving communicative strategies, and women use language more explicitly than men to create and maintain social relations. We introduce the notion of "gender environment" to the computational study of written conversations; we interpret this notion as the gender makeup of an email thread, and show that some manifestations of power differ significantly between gender environments. Finally, we show the utility of gender information in the problem of automatically predicting the direction of power between pairs of participants in email interactions.
AB - We investigate the interaction of power, gender, and language use in the Enron email corpus. We present a freely available extension to the Enron corpus, with the gender of senders of 87% messages reliably identified. Using this data, we test two specific hypotheses drawn from the sociolinguistic literature pertaining to gender and power: women managers use face-saving communicative strategies, and women use language more explicitly than men to create and maintain social relations. We introduce the notion of "gender environment" to the computational study of written conversations; we interpret this notion as the gender makeup of an email thread, and show that some manifestations of power differ significantly between gender environments. Finally, we show the utility of gender information in the problem of automatically predicting the direction of power between pairs of participants in email interactions.
UR - https://www.scopus.com/pages/publications/84961338656
U2 - 10.3115/v1/d14-1211
DO - 10.3115/v1/d14-1211
M3 - Conference contribution
T3 - EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
SP - 1965
EP - 1976
BT - EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
PB - Association for Computational Linguistics (ACL)
Y2 - 25 October 2014 through 29 October 2014
ER -