Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes

22 November 2017

Dan Jurafsky

Papers citing "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes"

50 / 308 papers shown

Title
Joint Multiclass Debiasing of Word Embeddings Radovan Popović Florian Lemmerich M. Strohmaier FaML 76 6 0 09 Mar 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 158 94 0 06 Mar 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul 84 90 0 24 Feb 2020
FrameAxis: Characterizing Microframe Bias and Intensity with Word Embedding Haewoon Kwak Jisun An Elise Jing Yong-Yeol Ahn 63 44 0 20 Feb 2020
Word Embeddings Inherently Recover the Conceptual Organization of the Human Mind Victor Swift 21 0 0 06 Feb 2020
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods Maria Ryskina Ella Rabinovich Taylor Berg-Kirkpatrick David R. Mortensen Yulia Tsvetkov NAI 100 34 0 21 Jan 2020
Text-based inference of moral sentiment change Jing Yi Xie Renato Ferreira Pinto Junior Graeme Hirst Yang Xu 51 32 0 20 Jan 2020
Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples Chelsea M. Myers Evan Freed Luis Fernando Laris Pardo Anushay Furqan S. Risi Jichen Zhu CML 88 13 0 07 Jan 2020
Think Locally, Act Globally: Federated Learning with Local and Global Representations Paul Pu Liang Terrance Liu Liu Ziyin Nicholas B. Allen Randy P. Auerbach David Brent Ruslan Salakhutdinov Louis-Philippe Morency FedML 122 569 0 06 Jan 2020
Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning Eun Seo Jo Timnit Gebru 107 317 0 22 Dec 2019
AI and Holistic Review: Informing Human Reading in College Admissions AJ Alvero Noah Arthurs A. Antonio B. Domingue Ben Gebre-Medhin Sonia Giebel M. Stevens 42 37 0 17 Dec 2019
Measuring Social Bias in Knowledge Graph Embeddings Joseph Fisher Dave Palfrey Christos Christodoulopoulos Arpit Mittal FaML 73 37 0 05 Dec 2019
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection Chris Dulhanty Jason L. Deglint Ibrahim Ben Daya A. Wong 44 22 0 27 Nov 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 126 261 0 09 Nov 2019
Towards Understanding Gender Bias in Relation Extraction Andrew Gaut Tony Sun Shirlyn Tang Yuxin Huang Jing Qian ... Jieyu Zhao Diba Mirza E. Belding Kai-Wei Chang William Yang Wang FaML 92 41 0 09 Nov 2019
An Improved Historical Embedding without Alignment Xiaofei Xu Ke Deng Fei Hu Li Li AI4TS 31 0 0 19 Oct 2019
A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings Lahari Poddar György Szarvas Lea Frermann 32 0 0 16 Oct 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings Denis R. Newman-Griffis Eric Fosler-Lussier 33 4 0 01 Oct 2019
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge Laura Rieger Chandan Singh W. James Murdoch Bin Yu FAtt 111 215 0 30 Sep 2019
Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection Ameya Vaidya Feng Mai Yue Ning 160 21 0 21 Sep 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 80 64 0 13 Sep 2019
Follow the Leader: Documents on the Leading Edge of Semantic Change Get More Citations Sandeep Soni Kristina Lerman Jacob Eisenstein AI4TS 57 12 0 09 Sep 2019
Interpretable Word Embeddings via Informative Priors Miriam Hurtado Bodell Martin Arvidsson Måns Magnusson 69 18 0 03 Sep 2019
Automatically Inferring Gender Associations from Language Serina Chang Kathleen McKeown FaML 56 11 0 30 Aug 2019
Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990 M. Wevers 101 33 0 21 Jul 2019
Counterfactual Reasoning for Fair Clinical Risk Prediction Stephen Pfohl Tony Duan D. Ding N. Shah OOD CML 71 58 0 14 Jul 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 66 47 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 118 563 0 21 Jun 2019
Considerations for the Interpretation of Bias Measures of Word Embeddings I. Mirzaev Anthony Schulte Michael D. Conover Sam Shah 47 3 0 19 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 116 454 0 18 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 59 34 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 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 101 283 0 11 Jun 2019
Entity-Centric Contextual Affective Analysis Anjalie Field Yulia Tsvetkov 87 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
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 120 459 0 29 May 2019
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae Piero Molino Yang Wang Jiawei Zhang 51 9 0 28 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 83 103 0 23 May 2019
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors Anne Lauscher Goran Glavaš 93 55 0 26 Apr 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling Xiaochuang Han Jacob Eisenstein 58 20 0 04 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 107 308 0 03 Apr 2019
Identification, Interpretability, and Bayesian Word Embeddings Adam M. Lauretig BDL 29 11 0 02 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 116 607 0 25 Mar 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them Hila Gonen Yoav Goldberg 121 571 0 09 Mar 2019
Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops Limor Gultchin Genevieve Patterson N. Baym Nathaniel Swinger Adam Tauman Kalai 14 12 0 08 Feb 2019
Examining the Presence of Gender Bias in Customer Reviews Using Word Embedding Arul Mishra Hari Prasad Mishra S. Rathee FaML 17 12 0 01 Feb 2019
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting Maria De-Arteaga Alexey Romanov Hanna M. Wallach J. Chayes C. Borgs Alexandra Chouldechova S. Geyik K. Kenthapadi Adam Tauman Kalai 208 464 0 27 Jan 2019
What are the biases in my word embedding? Nathaniel Swinger Maria De-Arteaga IV NeilThomasHeffernan Mark D. M. Leiserson Adam Tauman Kalai 76 104 0 20 Dec 2018
Measuring Societal Biases from Text Corpora with Smoothed First-Order Co-occurrence Navid Rekabsaz Robert West James Henderson Allan Hanbury 33 0 0 13 Dec 2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Albert Haque Michelle Guo Adam S. Miner Li Fei-Fei 42 112 0 21 Nov 2018