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Semantics derived automatically from language corpora contain human-like biases

25 August 2016

Papers citing "Semantics derived automatically from language corpora contain human-like biases"

50 / 512 papers shown

Title
Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning Przemyslaw K. Joniak Akiko Aizawa 47 28 0 06 Jul 2022
Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models Yi Zhang Junyan Wang Jitao Sang 93 28 0 03 Jul 2022
American == White in Multimodal Language-and-Image AI Robert Wolfe Aylin Caliskan VLM 85 51 0 01 Jul 2022
Towards Lexical Gender Inference: A Scalable Methodology using Online Databases Marion Bartl Susan Leavy 41 1 0 28 Jun 2022
Is your model predicting the past? Moritz Hardt Michael P. Kim 74 11 0 23 Jun 2022
Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large Language Models Virginia K. Felkner Ho-Chun Herbert Chang Eugene Jang Jonathan May OSLM 59 8 0 23 Jun 2022
Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender Bias Yarden Tal Inbal Magar Roy Schwartz 77 36 0 20 Jun 2022
Respect as a Lens for the Design of AI Systems W. Seymour Max Van Kleek Reuben Binns Dave Murray-Rust FaML 37 8 0 15 Jun 2022
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics Aylin Caliskan Pimparkar Parth Ajay Tessa E. S. Charlesworth Robert Wolfe M. Banaji CVBM FaML 83 53 0 07 Jun 2022
[Re] Badder Seeds: Reproducing the Evaluation of Lexical Methods for Bias Measurement Jille van der Togt Lea Tiyavorabun Matteo Rosati Giulio Starace 26 0 0 03 Jun 2022
Measuring Gender Bias in Word Embeddings of Gendered Languages Requires Disentangling Grammatical Gender Signals Shiva Omrani Sabbaghi Aylin Caliskan 70 9 0 03 Jun 2022
Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy Atoosa Kasirzadeh FaML 82 41 0 02 Jun 2022
What Changed? Investigating Debiasing Methods using Causal Mediation Analysis Su-Ha Jeoung Jana Diesner CML 70 7 0 01 Jun 2022
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness Yuri Nakao Lorenzo Strappelli Simone Stumpf A. Naseer D. Regoli Giulia Del Gamba 60 30 0 01 Jun 2022
Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues Sandhya Singh Prapti Roy Nihar Ranjan Sahoo Niteesh Mallela Himanshu Gupta ... Milind Savagaonkar Nidhi Roshni Ramnani Anutosh Maitra Shubhashis Sengupta 41 14 0 31 May 2022
Toward Understanding Bias Correlations for Mitigation in NLP Lu Cheng Suyu Ge Huan Liu 72 9 0 24 May 2022
Markedness in Visual Semantic AI Robert Wolfe Aylin Caliskan VLM 107 36 0 23 May 2022
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing Samuel Sousa Roman Kern PILM AILaw 79 46 0 20 May 2022
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 69 6 0 19 May 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 110 143 0 18 May 2022
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data Dominik Stammbach Maria Antoniak Elliott Ash 212 34 0 16 May 2022
Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis J.D. Zamfirescu-Pereira Jerry Chen Emily Wen Allison Koenecke N. Garg Emma Pierson 58 6 0 15 May 2022
Mitigating Gender Stereotypes in Hindi and Marathi Neeraja Kirtane Tanvi Anand 61 8 0 12 May 2022
Richer Countries and Richer Representations Kaitlyn Zhou Kawin Ethayarajh Dan Jurafsky 80 9 0 10 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 94 69 0 10 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 112 77 0 05 May 2022
Gender Bias in Masked Language Models for Multiple Languages Masahiro Kaneko Aizhan Imankulova Danushka Bollegala Naoaki Okazaki 108 64 0 01 May 2022
To Know by the Company Words Keep and What Else Lies in the Vicinity Jake Williams H. Heidenreich 53 0 0 30 Apr 2022
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification Jared Mowery SSL 112 0 0 22 Apr 2022
Fairness in Graph Mining: A Survey Yushun Dong Jing Ma Song Wang Chen Chen Jundong Li FaML 214 115 0 21 Apr 2022
How Gender Debiasing Affects Internal Model Representations, and Why It Matters Hadas Orgad Seraphina Goldfarb-Tarrant Yonatan Belinkov 80 18 0 14 Apr 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured Alexander Henlein Alexander Mehler 70 6 0 12 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists Maximilian Pichler F. Hartig 130 145 0 11 Apr 2022
Fair and Argumentative Language Modeling for Computational Argumentation Carolin Holtermann Anne Lauscher Simone Paolo Ponzetto 65 21 0 08 Apr 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic Antonio Camara Nina Taneja Tamjeed Azad Emily Allaway R. Zemel 78 21 0 07 Apr 2022
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein VLM 93 136 0 25 Mar 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings S. Matthews John Stephen Hudzina Dawn Sepehr AILaw FaML 61 13 0 24 Mar 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal Umang Gupta Jwala Dhamala Varun Kumar Apurv Verma Yada Pruksachatkun Satyapriya Krishna Rahul Gupta Kai-Wei Chang Greg Ver Steeg Aram Galstyan 64 54 0 23 Mar 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning Hugo Elias Berg Elizaveta Semenova Yash Bhalgat Wonsuk Yang Hannah Rose Kirk Aleksandar Shtedritski Max Bain VLM 102 101 0 22 Mar 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective Osama Khalid Jonathan Rusert P. Srinivasan 25 1 0 22 Mar 2022
Towards Responsible Natural Language Annotation for the Varieties of Arabic A. S. Bergman Mona T. Diab 93 19 0 17 Mar 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavaš Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 126 17 0 16 Mar 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings Yi Zhou Masahiro Kaneko Danushka Bollegala 68 23 0 14 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 84 7 0 10 Mar 2022
A Survey on Bias and Fairness in Natural Language Processing Rajas Bansal SyDa 57 14 0 06 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 930 13,272 0 04 Mar 2022
A study on the distribution of social biases in self-supervised learning visual models Kirill Sirotkin Pablo Carballeira Marcos Escudero-Viñolo 100 19 0 03 Mar 2022
On Modality Bias Recognition and Reduction Yangyang Guo Liqiang Nie Harry Cheng Zhiyong Cheng Mohan S. Kankanhalli A. Bimbo 75 28 0 25 Feb 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas Griffiths Robert D. Hawkins 84 13 0 24 Feb 2022
Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions Qixiang Fang D. Nguyen Daniel L. Oberski 96 12 0 18 Feb 2022