Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings

21 July 2016

Adam Kalai

Papers citing "Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings"

28 / 778 papers shown

Title
Reinforcement Learning for Fair Dynamic Pricing Roberto Maestre Juan Ramón Duque Alberto Rubio Juan Arévalo 73 33 0 27 Mar 2018
Connectionist Recommendation in the Wild: On the utility and scrutability of neural networks for personalized course guidance Z. Pardos Zihao Fan Weijie Jiang HAI 58 75 0 26 Mar 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 60 392 0 25 Mar 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 316 2,212 0 23 Mar 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 388 685 0 17 Feb 2018
Mitigating Unwanted Biases with Adversarial Learning B. Zhang Blake Lemoine Margaret Mitchell FaML 209 1,400 0 22 Jan 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 97 183 0 21 Jan 2018
Can Computers Create Art? Aaron Hertzmann 130 154 0 13 Jan 2018
Exploring Stereotypes and Biased Data with the Crowd Zeyuan Hu Julia Strout HAI 56 5 0 10 Jan 2018
AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus Willie Boag Hassan Kané 56 11 0 05 Dec 2017
ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases Pierre Stock Moustapha Cissé FaML 94 46 0 30 Nov 2017
Ethical Challenges in Data-Driven Dialogue Systems Peter Henderson Koustuv Sinha Nicolas Angelard-Gontier Nan Rosemary Ke G. Fried Ryan J. Lowe Joelle Pineau 78 172 0 24 Nov 2017
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 149 968 0 22 Nov 2017
Two-stage Algorithm for Fairness-aware Machine Learning Junpei Komiyama Hajime Shimao FaML 65 22 0 13 Oct 2017
Learning Functional Causal Models with Generative Neural Networks Hugo Jair Escalante Sergio Escalera Xavier Baro Isabelle M Guyon Umut Güçlü Marcel van Gerven CML BDL 107 108 0 15 Sep 2017
On Fairness and Calibration Geoff Pleiss Manish Raghavan Felix Wu Jon M. Kleinberg Kilian Q. Weinberger FaML 232 886 0 06 Sep 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 83 102 0 11 Aug 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang FaML 144 975 0 29 Jul 2017
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 368 206 0 06 Jul 2017
Like trainer, like bot? Inheritance of bias in algorithmic content moderation Reuben Binns Michael Veale Max Van Kleek N. Shadbolt 69 149 0 05 Jul 2017
Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations Alex Beutel Jilin Chen Zhe Zhao Ed H. Chi FaML 121 442 0 01 Jul 2017
Penalizing Unfairness in Binary Classification Yahav Bechavod Katrina Ligett FaML 95 69 0 30 Jun 2017
On conditional parity as a notion of non-discrimination in machine learning Yaácov Ritov Yuekai Sun Ruofei Zhao 60 40 0 26 Jun 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 110 534 0 15 Jun 2017
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 238 1,589 0 20 Mar 2017
Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study John P. Lalor Hao Wu Tsendsuren Munkhdalai Hong-ye Yu ELM 59 3 0 15 Feb 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 629 20,278 0 07 Oct 2016
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 346 2,688 0 25 Aug 2016