Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems

11 May 2018

Papers citing "Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems"

50 / 250 papers shown

Title
Investigating Gender Bias in BERT Rishabh Bhardwaj Navonil Majumder Soujanya Poria 27 106 0 10 Sep 2020
Discovering and Categorising Language Biases in Reddit Xavier Ferrer Aran Tom van Nuenen Jose Such Natalia Criado 6 49 0 06 Aug 2020
Unacceptable, where is my privacy? Exploring Accidental Triggers of Smart Speakers Lea Schonherr Maximilian Golla Thorsten Eisenhofer Jan Wiele D. Kolossa Thorsten Holz 18 41 0 02 Aug 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Z Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 18 231 0 16 Jul 2020
Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus L. Bentivogli Beatrice Savoldi Matteo Negri Mattia Antonino Di Gangi R. Cattoni Marco Turchi 29 60 0 10 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 33 1,186 0 28 May 2020
CausaLM: Causal Model Explanation Through Counterfactual Language Models Amir Feder Nadav Oved Uri Shalit Roi Reichart CML LRM 38 156 0 27 May 2020
Examining Racial Bias in an Online Abuse Corpus with Structural Topic Modeling Thomas Davidson Debasmita Bhattacharya 9 13 0 26 May 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning Procheta Sen Debasis Ganguly 19 18 0 14 May 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer Jieyu Zhao Subhabrata Mukherjee Saghar Hosseini Kai-Wei Chang Ahmed Hassan Awadallah 6 88 0 02 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 40 207 0 01 May 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting Guanhua Zhang Bing Bai Junqi Zhang Kun Bai Conghui Zhu T. Zhao 12 67 0 29 Apr 2020
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds Kawin Ethayarajh 6 25 0 26 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 20 955 0 20 Apr 2020
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation Seung-Jae Shin Kyungwoo Song Joonho Jang Hyemi Kim Weonyoung Joo Il-Chul Moon 22 20 0 07 Apr 2020
Bias in Machine Learning -- What is it Good for? Thomas Hellström Virginia Dignum Suna Bensch AI4CE FaML 6 3 0 01 Apr 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 82 89 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 8 87 0 24 Feb 2020
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 17 35 0 17 Dec 2019
Artificial mental phenomena: Psychophysics as a framework to detect perception biases in AI models Lizhen Liang Daniel Ernesto Acuna 22 13 0 15 Dec 2019
Towards Reducing Bias in Gender Classification Komal K. Teru Aishika Chakraborty CVBM FaML 4 2 0 16 Nov 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. A. Schwartz Dirk Hovy AI4CE 27 258 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 22 40 0 09 Nov 2019
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Po-Sen Huang Huan Zhang Ray Jiang Robert Stanforth Johannes Welbl Jack W. Rae Vishal Maini Dani Yogatama Pushmeet Kohli 27 206 0 08 Nov 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 19 223 0 04 Nov 2019
Toward Gender-Inclusive Coreference Resolution Yang Trista Cao Hal Daumé 31 141 0 30 Oct 2019
Perturbation Sensitivity Analysis to Detect Unintended Model Biases Vinodkumar Prabhakaran Ben Hutchinson Margaret Mitchell 14 117 0 09 Oct 2019
The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation Richard Yuanzhe Pang 22 10 0 09 Oct 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 11 560 0 26 Sep 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts Jack Merullo Luke Yeh Abram Handler Alvin Grissom II Brendan O'Connor Mohit Iyyer 11 19 0 07 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 223 616 0 03 Sep 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification Sachin Kumar S. Wintner Noah A. Smith Yulia Tsvetkov BDL OOD 9 31 0 01 Sep 2019
Detecting and Reducing Bias in a High Stakes Domain Ruiqi Zhong Yanda Chen D. Patton C. Selous Kathy McKeown 16 5 0 29 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Xia Hu FaML FedML 10 229 0 23 Aug 2019
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age Kimmo Karkkainen Jungseock Joo CVBM 23 153 0 14 Aug 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 19 46 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 24 542 0 21 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 14 33 0 14 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 16 32 0 13 Jun 2019
Understanding artificial intelligence ethics and safety David Leslie FaML AI4TS 22 345 0 11 Jun 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 14 449 0 29 May 2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns Won Ik Cho Jiwon Kim Seokhwan Kim N. Kim 23 84 0 28 May 2019
Unified Adversarial Invariance Ayush Jaiswal Yuehua Wu Wael AbdAlmageed Premkumar Natarajan CML 14 10 0 07 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 17 2,256 0 02 May 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 11 187 0 18 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 42 591 0 25 Mar 2019
Measuring Societal Biases from Text Corpora with Smoothed First-Order Co-occurrence Navid Rekabsaz Robert West James Henderson Allan Hanbury 8 0 0 13 Dec 2018
Finding Good Representations of Emotions for Text Classification Ji Ho Park 6 4 0 22 Aug 2018
Reducing Gender Bias in Abusive Language Detection Ji Ho Park Jamin Shin Pascale Fung FaML 6 334 0 22 Aug 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,084 0 24 Oct 2016