Demographic Dialectal Variation in Social Media: A Case Study of African-American English

31 August 2016

Papers citing "Demographic Dialectal Variation in Social Media: A Case Study of African-American English"

43 / 93 papers shown

Title
Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender Sky CH-Wang David Jurgens 36 7 0 22 Sep 2021
Fairness-aware Class Imbalanced Learning Shivashankar Subramanian Afshin Rahimi Timothy Baldwin Trevor Cohn Lea Frermann FaML 109 28 0 21 Sep 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation David Ifeoluwa Adelani Miaoran Zhang Xiaoyu Shen A. Davody Thomas Kleinbauer Dietrich Klakow 23 4 0 19 Sep 2021
Balancing out Bias: Achieving Fairness Through Balanced Training Xudong Han Timothy Baldwin Trevor Cohn 26 39 0 16 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 100 52 0 14 Sep 2021
On Measures of Biases and Harms in NLP Sunipa Dev Emily Sheng Jieyu Zhao Aubrie Amstutz Jiao Sun ... M. Sanseverino Jiin Kim Akihiro Nishi Nanyun Peng Kai-Wei Chang 36 80 0 07 Aug 2021
Just Train Twice: Improving Group Robustness without Training Group Information E. Liu Behzad Haghgoo Annie S. Chen Aditi Raghunathan Pang Wei Koh Shiori Sagawa Percy Liang Chelsea Finn OOD 37 540 0 19 Jul 2021
Combining Feature and Instance Attribution to Detect Artifacts Pouya Pezeshkpour Sarthak Jain Sameer Singh Byron C. Wallace TDI 23 43 0 01 Jul 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 42 122 0 21 Jun 2021
Examining and Combating Spurious Features under Distribution Shift Chunting Zhou Xuezhe Ma Paul Michel Graham Neubig OOD 37 67 0 14 Jun 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 26 50 0 06 May 2021
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research Denis R. Newman-Griffis J. Lehman Carolyn Rose H. Hochheiser 37 20 0 16 Apr 2021
3D4ALL: Toward an Inclusive Pipeline to Classify 3D Contents Nahyun Kwon Chen Liang Jeeeun Kim DiffM 11 1 0 24 Feb 2021
Towards generalisable hate speech detection: a review on obstacles and solutions Wenjie Yin A. Zubiaga 117 164 0 17 Feb 2021
Diverse Adversaries for Mitigating Bias in Training Xudong Han Timothy Baldwin Trevor Cohn 13 62 0 25 Jan 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 106 1,386 0 14 Dec 2020
Selective Classification Can Magnify Disparities Across Groups Erik Jones Shiori Sagawa Pang Wei Koh Ananya Kumar Percy Liang 39 46 0 27 Oct 2020
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning Xisen Jin Francesco Barbieri Brendan Kennedy Aida Mostafazadeh Davani Leonardo Neves Xiang Ren 35 5 0 24 Oct 2020
Learning to Recognize Dialect Features Dorottya Demszky D. Sharma J. Clark Vinodkumar Prabhakaran Jacob Eisenstein 123 38 0 23 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 30 238 0 12 Oct 2020
Astraea: Grammar-based Fairness Testing E. Soremekun Sakshi Udeshi Sudipta Chattopadhyay 26 27 0 06 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 86 1,134 0 24 Sep 2020
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy Tom Farrand Fatemehsadat Mireshghallah Sahib Singh Andrew Trask FedML 11 88 0 10 Sep 2020
Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model Marzieh Mozafari R. Farahbakhsh Noel Crespi 20 211 0 14 Aug 2020
Distributionally Robust Losses for Latent Covariate Mixtures John C. Duchi Tatsunori Hashimoto Hongseok Namkoong 18 79 0 28 Jul 2020
Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter T. Alshaabi J. L. Adams M. V. Arnold J. Minot D. R. Dewhurst A. J. Reagan C. Danforth P. Dodds 30 41 0 25 Jul 2020
Demoting Racial Bias in Hate Speech Detection Mengzhou Xia Anjalie Field Yulia Tsvetkov 38 117 0 25 May 2020
Intersectional Bias in Hate Speech and Abusive Language Datasets Jae-Yeon Kim Carlos Ortiz S. Nam Sarah Santiago V. Datta 25 45 0 12 May 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 155 372 0 09 May 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel Yanai Elazar Hila Gonen Michael Twiton Yoav Goldberg 44 370 0 16 Apr 2020
Theory In, Theory Out: The uses of social theory in machine learning for social science J. Radford K. Joseph 16 44 0 09 Jan 2020
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 16 1,200 0 20 Nov 2019
Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap Saadia Gabriel Lianhui Qin Dan Jurafsky Noah A. Smith Yejin Choi 42 486 0 10 Nov 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 36 452 0 29 May 2019
Differential Privacy Has Disparate Impact on Model Accuracy Eugene Bagdasaryan Vitaly Shmatikov 34 467 0 28 May 2019
Learning Models with Uniform Performance via Distributionally Robust Optimization John C. Duchi Hongseok Namkoong OOD 30 405 0 20 Oct 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 30 304 0 20 Aug 2018
Fairness Without Demographics in Repeated Loss Minimization Tatsunori B. Hashimoto Megha Srivastava Hongseok Namkoong Percy Liang FaML 17 575 0 20 Jun 2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems S. Kiritchenko Saif M. Mohammad FaML 33 432 0 11 May 2018
Style Transfer Through Back-Translation Shrimai Prabhumoye Yulia Tsvetkov Ruslan Salakhutdinov A. Black 35 382 0 24 Apr 2018
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English Su Lin Blodgett Brendan O'Connor 22 145 0 30 Jun 2017
Dialectometric analysis of language variation in Twitter Gonzalo Donoso David Sánchez 20 46 0 22 Feb 2017
Overcoming Language Variation in Sentiment Analysis with Social Attention Yi Yang Jacob Eisenstein 31 91 0 19 Nov 2015