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
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists Giuseppe Attanasio Debora Nozza Dirk Hovy Elena Baralis 50 56 0 17 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 67 7 0 10 Mar 2022
A Survey on Bias and Fairness in Natural Language Processing Rajas Bansal SyDa 57 14 0 06 Mar 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas Griffiths Robert D. Hawkins 84 13 0 24 Feb 2022
From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach Scott E. Friedman Ian H. Magnusson Vasanth Sarathy Sonja Schmer-Galunder NAI 39 11 0 23 Feb 2022
Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions Qixiang Fang D. Nguyen Daniel L. Oberski 94 12 0 18 Feb 2022
GenderedNews: Une approche computationnelle des écarts de représentation des genres dans la presse française A. Richard Gilles Bastin Franccois Portet 10 0 0 11 Feb 2022
Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions Bhavya Ghai Mihir A. Mishra Klaus Mueller 67 7 0 08 Feb 2022
Regional Negative Bias in Word Embeddings Predicts Racial Animus--but only via Name Frequency Austin Van Loon Salvatore Giorgi Robb Willer J. Eichstaedt 64 11 0 20 Jan 2022
Quantifying Gender Bias in Consumer Culture Reihane Boghrati Jonah A. Berger 29 8 0 10 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 88 117 0 28 Dec 2021
Quantifying Gender Biases Towards Politicians on Reddit Sara Vera Marjanović Karolina Stañczak Isabelle Augenstein 65 15 0 22 Dec 2021
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving Lei Ding Dengdeng Yu Jinhan Xie Wenxing Guo Shenggang Hu Meichen Liu Linglong Kong Hongsheng Dai Yanchun Bao Bei Jiang FaML 118 30 0 09 Dec 2021
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa Pang Wei Koh Tony Lee Irena Gao Sang Michael Xie ... Kate Saenko Tatsunori Hashimoto Sergey Levine Chelsea Finn Percy Liang OOD 67 102 0 09 Dec 2021
The Golden Rule as a Heuristic to Measure the Fairness of Texts Using Machine Learning A. Izzidien D. Stillwell FaML 39 3 0 29 Oct 2021
Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors A. Izzidien D. Stillwell 28 0 0 29 Oct 2021
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias William Thong Cees G. M. Snoek 73 15 0 27 Oct 2021
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting Zahra Fatemi Chen Xing Wenhao Liu Caiming Xiong CLL 76 34 0 11 Oct 2021
How to Do Things without Words: Modeling Semantic Drift of Emoji Eyal Arviv Oren Tsur 74 2 0 08 Oct 2021
Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens Saad Hassan Matt Huenerfauth Cecilia Ovesdotter Alm 91 39 0 01 Oct 2021
Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender Sky CH-Wang David Jurgens 65 7 0 22 Sep 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice Oh 226 101 0 13 Sep 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy S. Rajaee Mohammad Taher Pilehvar 144 22 0 10 Sep 2021
Assessing the Reliability of Word Embedding Gender Bias Measures Yupei Du Qixiang Fang D. Nguyen 84 23 0 10 Sep 2021
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavaš 125 124 0 08 Sep 2021
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms Myra Cheng Maria De-Arteaga Lester W. Mackey Adam Tauman Kalai FaML 91 9 0 25 Aug 2021
Interpreting and improving deep-learning models with reality checks Chandan Singh Wooseok Ha Bin Yu FAtt 84 3 0 16 Aug 2021
Diachronic Analysis of German Parliamentary Proceedings: Ideological Shifts through the Lens of Political Biases Tobias Walter Celina Kirschner Steffen Eger Goran Glavaš Anne Lauscher Simone Paolo Ponzetto 70 20 0 13 Aug 2021
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases Emily Wall Arpit Narechania Adam Joseph Coscia Jamal R Paden Alex Endert 56 32 0 07 Aug 2021
Extending Challenge Sets to Uncover Gender Bias in Machine Translation: Impact of Stereotypical Verbs and Adjectives Jonas-Dario Troles Ute Schmid 29 17 0 24 Jul 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 65 21 0 22 Jul 2021
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study Amitoj Singh Jingshu Chen Lihao Zhang A. Rasekh Ilana Golbin Anand Srinivasa Rao 27 1 0 19 Jul 2021
DUKweb: Diachronic word representations from the UK Web Archive corpus Adam Tsakalidis Pierpaolo Basile Marya Bazzi Ning Zhang Barbara McGillivray 51 2 0 02 Jul 2021
Sexism in the Judiciary Noa Baker Gillis FaML 20 2 0 29 Jun 2021
Integrating topic modeling and word embedding to characterize violent deaths Alina Arseniev-Koehler S. Cochran V. Mays Kai-Wei Chang J. Foster 46 34 0 28 Jun 2021
A Source-Criticism Debiasing Method for GloVe Embeddings Hope McGovern 32 2 0 25 Jun 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 86 124 0 21 Jun 2021
Evaluating Gender Bias in Hindi-English Machine Translation Gauri Gupta Krithika Ramesh Sanjay Singh 43 24 0 16 Jun 2021
Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants Gavin Abercrombie Amanda Cercas Curry Mugdha Pandya Verena Rieser 81 54 0 04 Jun 2021
Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives Meichun Jiao Ziyang Luo 54 9 0 01 Jun 2021
Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018 Alexander Robertson Farhana Ferdousi Liza Dong Nguyen Barbara McGillivray Scott A. Hale 60 11 0 03 May 2021
Mitigating Political Bias in Language Models Through Reinforced Calibration Ruibo Liu Chenyan Jia Jason W. Wei Guangxuan Xu Lili Wang Soroush Vosoughi 73 99 0 30 Apr 2021
Investigating Failures of Automatic Translation in the Case of Unambiguous Gender Adithya Renduchintala Adina Williams 73 28 0 16 Apr 2021
On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach Francisco Valentini Germán Rosati Damián E. Blasi D. Slezak Edgar Altszyler 39 3 0 13 Apr 2021
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management Mikael Brunila Rosie Zhao Andrei Mircea Sam Lumley R. Sieber 40 0 0 22 Mar 2021
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora Denis R. Newman-Griffis Venkatesh Sivaraman Adam Perer Eric Fosler-Lussier H. Hochheiser 78 2 0 19 Mar 2021
Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers Sandeep Soni Lauren F. Klein Jacob Eisenstein MILM GNN AI4CE 72 21 0 12 Mar 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces Niklas Friedrich Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 39 7 0 11 Mar 2021
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications Yu-Liang Chou Catarina Moreira P. Bruza Chun Ouyang Joaquim A. Jorge CML 165 177 0 07 Mar 2021
WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings Bhavya Ghai Md. Naimul Hoque Klaus Mueller 82 26 0 05 Mar 2021