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

29 July 2017

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

34 / 184 papers shown

Title
Metamorphic Testing of a Deep Learning based Forecaster Anurag Dwarakanath Manish Ahuja Sanjay Podder Silja Vinu Arijit Naskar M. Koushik AI4TS 16 9 0 13 Jul 2019
On the Semantic Interpretability of Artificial Intelligence Models V. S. Silva André Freitas Siegfried Handschuh AI4CE 25 8 0 09 Jul 2019
Statistical Learning from Biased Training Samples Stéphan Clémençon Pierre Laforgue 20 9 0 28 Jun 2019
Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation Eva Vanmassenhove D. Shterionov Andy Way 22 91 0 28 Jun 2019
RUBi: Reducing Unimodal Biases in Visual Question Answering Rémi Cadène Corentin Dancette H. Ben-younes Matthieu Cord Devi Parikh CML 19 369 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 47 543 0 21 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 63 444 0 18 Jun 2019
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 27 130 0 14 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 22 33 0 14 Jun 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling Alexander Miserlis Hoyle Lawrence Wolf-Sonkin Hanna M. Wallach Isabelle Augenstein Ryan Cotterell 27 51 0 11 Jun 2019
Evaluating Gender Bias in Machine Translation Gabriel Stanovsky Noah A. Smith Luke Zettlemoyer 22 395 0 03 Jun 2019
Testing DNN Image Classifiers for Confusion & Bias Errors Yuchi Tian Ziyuan Zhong Vicente Ordonez Gail E. Kaiser Baishakhi Ray 24 52 0 20 May 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 15 285 0 16 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 42 417 0 05 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 48 323 0 05 Apr 2019
Predictive Inequity in Object Detection Benjamin Wilson Judy Hoffman Jamie Morgenstern 43 219 0 21 Feb 2019
Implicit Diversity in Image Summarization L. E. Celis Vijay Keswani 24 33 0 29 Jan 2019
Attenuating Bias in Word Vectors Sunipa Dev J. M. Phillips FaML 14 149 0 23 Jan 2019
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font Marta R. Costa-jussá 18 168 0 10 Jan 2019
Feature-Wise Bias Amplification Klas Leino Emily Black Matt Fredrikson S. Sen Anupam Datta FaML 25 46 0 21 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 61 868 0 27 Nov 2018
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations Tianlu Wang Jieyu Zhao Mark Yatskar Kai-Wei Chang Vicente Ordonez FaML 34 17 0 20 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 19 92 0 19 Nov 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 20 235 0 08 Oct 2018
Understanding the Origins of Bias in Word Embeddings Marc-Etienne Brunet Colleen Alkalay-Houlihan Ashton Anderson R. Zemel FaML 26 198 0 08 Oct 2018
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 35 248 0 06 Sep 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 17 407 0 29 Aug 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 30 304 0 20 Aug 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 39 477 0 02 Jul 2018
Right for the Right Reason: Training Agnostic Networks Sen Jia Thomas Lansdall-Welfare N. Cristianini FaML 17 26 0 16 Jun 2018
Towards Robust and Privacy-preserving Text Representations Yitong Li Timothy Baldwin Trevor Cohn 19 165 0 16 May 2018
Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness V. Carmona Jeff Mitchell Sebastian Riedel 35 44 0 11 May 2018
Generating Contradictory, Neutral, and Entailing Sentences Songlin Yang Shawn Tan Chin-Wei Huang Aaron Courville 19 3 0 07 Mar 2018
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection K. Hundman Thamme Gowda Mayank Kejriwal Benedikt Boecking 32 21 0 03 Dec 2017