Men Also Like Shopping: Reducing Gender Bias Amplification using
Corpus-level Constraints

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

29 July 2017

Vicente Ordonez

ArXiv (abs)PDF HTML

Papers citing "Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints"

19 / 269 papers shown

Title
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 138 248 0 06 Sep 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 112 417 0 29 Aug 2018
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval Niluthpol Chowdhury Mithun Yikang Shen Evangelos E. Papalexakis Amit K. Roy-Chowdhury 67 77 0 23 Aug 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 115 309 0 20 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 124 719 0 16 Aug 2018
An Intersectional Definition of Fairness James R. Foulds Rashidul Islam Kamrun Naher Keya Shimei Pan FaML 75 191 0 22 Jul 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 139 480 0 02 Jul 2018
Right for the Right Reason: Training Agnostic Networks Sen Jia Thomas Lansdall-Welfare N. Cristianini FaML 55 26 0 16 Jun 2018
Importance Weighted Generative Networks M. Diesendruck Ethan R. Elenberg Rajat Sen G. W. Cole Sanjay Shakkottai Sinead Williamson GAN 83 16 0 07 Jun 2018
On Robust Trimming of Bayesian Network Classifiers YooJung Choi Guy Van den Broeck 45 9 0 29 May 2018
Towards Robust and Privacy-preserving Text Representations Yitong Li Timothy Baldwin Trevor Cohn 80 167 0 16 May 2018
Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness V. Carmona Jeff Mitchell Sebastian Riedel 83 44 0 11 May 2018
Gender Bias in Coreference Resolution Rachel Rudinger Jason Naradowsky Brian Leonard Benjamin Van Durme 78 646 0 25 Apr 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 139 946 0 18 Apr 2018
Generating Clues for Gender based Occupation De-biasing in Text Nishtha Madaan Gautam Singh S. Mehta Aditya Chetan Brihi Joshi AI4CE 42 4 0 11 Apr 2018
Generating Contradictory, Neutral, and Entailing Sentences Songlin Yang Shawn Tan Chin-Wei Huang Aaron Courville 28 3 0 07 Mar 2018
Exploring Stereotypes and Biased Data with the Crowd Zeyuan Hu Julia Strout HAI 46 5 0 10 Jan 2018
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection K. Hundman Thamme Gowda Mayank Kejriwal Benedikt Boecking 56 21 0 03 Dec 2017
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 90 970 0 22 Nov 2017