On Measuring Social Biases in Sentence Encoders

On Measuring Social Biases in Sentence Encoders

25 March 2019

Alex Jinpeng Wang

Samuel R. Bowman

Rachel Rudinger

Papers citing "On Measuring Social Biases in Sentence Encoders"

17 / 367 papers shown

Title
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 14 223 0 04 Nov 2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Ninareh Mehrabi Thamme Gowda Fred Morstatter Nanyun Peng Aram Galstyan 8 57 0 24 Oct 2019
Does Gender Matter? Towards Fairness in Dialogue Systems Haochen Liu Jamell Dacon Wenqi Fan Hui Liu Zitao Liu Jiliang Tang 20 141 0 16 Oct 2019
Perturbation Sensitivity Analysis to Detect Unintended Model Biases Vinodkumar Prabhakaran Ben Hutchinson Margaret Mitchell 11 117 0 09 Oct 2019
What do Deep Networks Like to Read? Jonas Pfeiffer Aishwarya Kamath Iryna Gurevych Sebastian Ruder 8 3 0 10 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change L. Varshney N. Keskar R. Socher 11 20 0 07 Sep 2019
Examining Gender Bias in Languages with Grammatical Gender Pei Zhou Weijia Shi Jieyu Zhao Kuan-Hao Huang Muhao Chen Ryan Cotterell Kai-Wei Chang 8 103 0 05 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 37 11,631 0 27 Aug 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 11 46 0 24 Jun 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 11 541 0 21 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 14 443 0 18 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 9 33 0 14 Jun 2019
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor Malvina Nissim Rik van Noord Rob van der Goot FaML 13 102 0 23 May 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 11 415 0 05 Apr 2019
Gender Bias in Neural Natural Language Processing Kaiji Lu Piotr (Peter) Mardziel Fangjing Wu Preetam Amancharla Anupam Datta 18 346 0 31 Jul 2018
Bias in Semantic and Discourse Interpretation Nicholas M. Asher Soumya Paul 12 4 0 29 Jun 2018