The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs

7 October 2022

Papers citing "The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs"

46 / 46 papers shown

Title
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research? Longquan Jiang Ricardo Usbeck 76 18 0 13 May 2022
DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation Md. Rony Ricardo Usbeck Jens Lehmann 49 37 0 19 Apr 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 80 117 0 28 Dec 2021
Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research Bernard Koch Emily L. Denton A. Hanna J. Foster 107 150 0 03 Dec 2021
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 101 129 0 16 Oct 2021
Towards Automatic Bias Detection in Knowledge Graphs Daphna Keidar Mian Zhong Ce Zhang Yash Raj Shrestha B. Paudel 99 11 0 19 Sep 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources Ninareh Mehrabi Pei Zhou Fred Morstatter Jay Pujara Xiang Ren Aram Galstyan AILaw 117 45 0 21 Mar 2021
Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models Hannah Rose Kirk Yennie Jun Haider Iqbal Elias Benussi Filippo Volpin F. Dreyer Aleksandar Shtedritski Yuki M. Asano 59 194 0 08 Feb 2021
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation Jwala Dhamala Tony Sun Varun Kumar Satyapriya Krishna Yada Pruksachatkun Kai-Wei Chang Rahul Gupta 92 401 0 27 Jan 2021
Intrinsic Bias Metrics Do Not Correlate with Application Bias Seraphina Goldfarb-Tarrant Rebecca Marchant Ricardo Muñoz Sánchez Mugdha Pandya Adam Lopez 142 180 0 31 Dec 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 126 288 0 09 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 99 184 0 01 Oct 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 79 18 0 14 Sep 2020
Assessing Demographic Bias in Named Entity Recognition Shubhanshu Mishra Sijun He Luca Belli 48 47 0 08 Aug 2020
Adversarial Learning for Debiasing Knowledge Graph Embeddings Mario Arduini Lorenzo Noci Federico Pirovano Ce Zhang Yash Raj Shrestha B. Paudel FaML 65 35 0 29 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 904 42,463 0 28 May 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 157 1,257 0 28 May 2020
GenericsKB: A Knowledge Base of Generic Statements Sumithra Bhakthavatsalam Chloe Anastasiades Peter Clark 47 70 0 02 May 2020
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 84 401 0 11 Dec 2019
Measuring Social Bias in Knowledge Graph Embeddings Joseph Fisher Dave Palfrey Christos Christodoulopoulos Arpit Mittal FaML 68 37 0 05 Dec 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 128 672 0 13 Nov 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 114 260 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
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Ninareh Mehrabi Thamme Gowda Fred Morstatter Nanyun Peng Aram Galstyan 90 58 0 24 Oct 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Xu Han Tianyu Gao Yuan Yao Deming Ye Zhiyuan Liu Maosong Sun KELM VLM 109 153 0 28 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 279 660 0 09 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 290 649 0 03 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 578 4,391 0 23 Aug 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 108 563 0 21 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 116 453 0 18 Jun 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them Hila Gonen Yoav Goldberg 118 571 0 09 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 144 1,910 0 05 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 145 676 0 21 Sep 2018
Gender Bias in Coreference Resolution Rachel Rudinger Jason Naradowsky Brian Leonard Benjamin Van Durme 72 645 0 25 Apr 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 294 2,201 0 23 Mar 2018
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 80 438 0 16 Aug 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 97 635 0 29 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 226 2,910 0 12 Dec 2016
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 302 2,131 0 24 Oct 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 114 3,159 0 21 Jul 2016
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 186 4,035 0 09 Aug 2015
Large-scale Simple Question Answering with Memory Networks Antoine Bordes Nicolas Usunier S. Chopra Jason Weston 117 701 0 05 Jun 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 193 1,583 0 02 Mar 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 114 3,209 0 20 Dec 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013