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"

50 / 778 papers shown

Title
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 99 95 0 09 Jul 2019
Toward Fairness in AI for People with Disabilities: A Research Roadmap Anhong Guo Ece Kamar Jennifer Wortman Vaughan Hanna M. Wallach Meredith Ringel Morris 99 118 0 04 Jul 2019
Training individually fair ML models with Sensitive Subspace Robustness Mikhail Yurochkin Amanda Bower Yuekai Sun FaML OOD 88 120 0 28 Jun 2019
Statistical Learning from Biased Training Samples Stephan Clémençon Pierre Laforgue 110 9 0 28 Jun 2019
Rényi Fair Inference Sina Baharlouei Maher Nouiehed Ahmad Beirami Meisam Razaviyayn FaML 66 67 0 28 Jun 2019
On the Coherence of Fake News Articles Iknoor Singh P Deepak Anoop Kadan GNN 20 10 0 26 Jun 2019
Age and gender bias in pedestrian detection algorithms Martim Brandao 75 46 0 25 Jun 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 66 47 0 24 Jun 2019
Artificial Intelligence: the global landscape of ethics guidelines Anna Jobin M. Ienca E. Vayena 121 1,684 0 24 Jun 2019
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation Daniel Loureiro A. Jorge 85 138 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 141 563 0 21 Jun 2019
Considerations for the Interpretation of Bias Measures of Word Embeddings I. Mirzaev Anthony Schulte Michael D. Conover Sam Shah 55 3 0 19 Jun 2019
Incorporating Priors with Feature Attribution on Text Classification Frederick Liu Besim Avci FAtt FaML 111 120 0 19 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 121 454 0 18 Jun 2019
Principled Frameworks for Evaluating Ethics in NLP Systems Shrimai Prabhumoye Elijah Mayfield A. Black 60 7 0 14 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 65 34 0 14 Jun 2019
Understanding artificial intelligence ethics and safety David Leslie FaML AI4TS 74 363 0 11 Jun 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling Alexander Miserlis Hoyle Lawrence Wolf-Sonkin Hanna M. Wallach Isabelle Augenstein Ryan Cotterell 74 52 0 11 Jun 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 119 283 0 11 Jun 2019
Maximum Weighted Loss Discrepancy Fereshte Khani Aditi Raghunathan Percy Liang 61 16 0 08 Jun 2019
Fair Division Without Disparate Impact A. Peysakhovich Christian Kroer 64 10 0 06 Jun 2019
Variational Pretraining for Semi-supervised Text Classification Suchin Gururangan T. Dang Dallas Card Noah A. Smith VLM 61 112 0 05 Jun 2019
Entity-Centric Contextual Affective Analysis Anjalie Field Yulia Tsvetkov 91 30 0 05 Jun 2019
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914 Rocco Tripodi M. Warglien S. Sullam Deborah Paci LLMSV 42 21 0 04 Jun 2019
Gender-preserving Debiasing for Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala FaML 72 131 0 03 Jun 2019
Evaluating Gender Bias in Machine Translation Gabriel Stanovsky Noah A. Smith Luke Zettlemoyer 95 406 0 03 Jun 2019
Can We Derive Explicit and Implicit Bias from Corpus? Bo Wang Baixiang Xue A. Greenwald 31 2 0 31 May 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function Yusu Qian Urwa Muaz Ben Zhang J. Hyun FaML 95 96 0 30 May 2019
Fairness and Missing Values Fernando Martínez-Plumed Cesar Ferri David Nieves José Hernández-Orallo 91 28 0 29 May 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 138 459 0 29 May 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 90 103 0 23 May 2019
Integrating Artificial Intelligence into Weapon Systems Philip G. Feldman Aaron Dant Aaron K. Massey 29 12 0 10 May 2019
Proportionally Fair Clustering Xingyu Chen Brandon Fain Charles Lyu Kamesh Munagala FedML FaML 128 144 0 09 May 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets Chris Dulhanty A. Wong 74 42 0 03 May 2019
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search S. Geyik Stuart Ambler K. Kenthapadi 115 384 0 30 Apr 2019
The role of artificial intelligence in achieving the Sustainable Development Goals Ricardo Vinuesa Hossein Azizpour Iolanda Leite Madeline Balaam Virginia Dignum S. Domisch Anna Felländer S. Langhans Max Tegmark F. F. Nerini 77 1,524 0 30 Apr 2019
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors Anne Lauscher Goran Glavaš 98 55 0 26 Apr 2019
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms Mkhuseli Ngxande J. Tapamo Michael G. Burke 51 12 0 23 Apr 2019
Tracking and Improving Information in the Service of Fairness Sumegha Garg Michael P. Kim Omer Reingold FaML 53 13 0 22 Apr 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 77 195 0 18 Apr 2019
Analytical Methods for Interpretable Ultradense Word Embeddings Philipp Dufter Hinrich Schütze 70 25 0 18 Apr 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 81 287 0 16 Apr 2019
What's in a Name? Reducing Bias in Bios without Access to Protected Attributes Alexey Romanov Maria De-Arteaga Hanna M. Wallach J. Chayes C. Borgs Alexandra Chouldechova S. Geyik K. Kenthapadi Anna Rumshisky Adam Tauman Kalai 80 81 0 10 Apr 2019
NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier Alessandro Seganti Helena Sobol Iryna Orlova Hannam Kim J. Staniszewski Tymoteusz Krumholc Krystian Koziel 64 20 0 10 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 127 421 0 05 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 136 329 0 05 Apr 2019
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings Thomas Manzini Y. Lim Yulia Tsvetkov A. Black FaML 111 308 0 03 Apr 2019
Temporal and Aspectual Entailment Thomas Kober Sander Bijl de Vroe Mark Steedman 61 16 0 02 Apr 2019
Deep Learning for Face Recognition: Pride or Prejudiced? Shruti Nagpal Maneet Singh Richa Singh Mayank Vatsa FaML 94 75 0 02 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 131 607 0 25 Mar 2019