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"

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Title
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification Miaoyun Zhao Qiang Zhang C. Li 36 0 0 11 May 2025
Class-Conditional Distribution Balancing for Group Robust Classification Miaoyun Zhao Qiang Zhang C. Li 70 1 0 24 Apr 2025
Fair Text Classification via Transferable Representations Thibaud Leteno Michael Perrot Charlotte Laclau Antoine Gourru Christophe Gravier FaML 88 0 0 10 Mar 2025
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The Silent Majority: Demystifying Memorization Effect in the Presence of Spurious Correlations Chenyu You Haocheng Dai Yifei Min Jasjeet Sekhon S. Joshi James S. Duncan 68 3 0 01 Jan 2025
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks Fangru Lin Shaoguang Mao Emanuele La Malfa Valentin Hofmann Adrian de Wynter Jing Yao Si-Qing Chen Michael Wooldridge Furu Wei Furu Wei 51 2 0 14 Oct 2024
Analyzing Correlations Between Intrinsic and Extrinsic Bias Metrics of Static Word Embeddings With Their Measuring Biases Aligned Taisei Katô Yusuke Miyao 21 0 0 14 Sep 2024
Balancing the Scales: Reinforcement Learning for Fair Classification Leon Eshuijs Shihan Wang Antske Fokkens FaML 32 0 0 15 Jul 2024
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression Zhichao Xu Ashim Gupta Tao Li Oliver Bentham Vivek Srikumar 54 8 0 06 Jul 2024
Evaluating Model Performance Under Worst-case Subpopulations Mike Li Hongseok Namkoong Shangzhou Xia 48 17 0 01 Jul 2024
Variationist: Exploring Multifaceted Variation and Bias in Written Language Data Alan Ramponi Camilla Casula Stefano Menini 38 3 0 25 Jun 2024
Can AI Relate: Testing Large Language Model Response for Mental Health Support Saadia Gabriel Isha Puri Xuhai Xu Matteo Malgaroli Marzyeh Ghassemi LM&MA AI4MH 35 11 0 20 May 2024
We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text Aarohi Srivastava David Chiang 65 0 0 10 Apr 2024
Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias Nannan Huang Haytham M. Fayek Xiuzhen Zhang 26 1 0 01 Feb 2024
Robust Concept Erasure via Kernelized Rate-Distortion Maximization Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 36 4 0 30 Nov 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 47 66 0 21 Sep 2023
Towards Bridging the Digital Language Divide Gábor Bella Paula Helm Gertraud Koch Fausto Giunchiglia 25 2 0 25 Jul 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 52 14 0 01 Jun 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark Minje Choi Jiaxin Pei Sagar Kumar Chang Shu David Jurgens ALM LLMAG 40 69 0 24 May 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection Shadi Iskander Kira Radinsky Yonatan Belinkov 51 17 0 17 May 2023
A Survey of Corpora for Germanic Low-Resource Languages and Dialects Verena Blaschke Hinrich Schütze Barbara Plank 32 13 0 19 Apr 2023
Multi-VALUE: A Framework for Cross-Dialectal English NLP Caleb Ziems William B. Held Jingfeng Yang Jwala Dhamala Rahul Gupta Diyi Yang 51 41 0 15 Dec 2022
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics Anne Lauscher Federico Bianchi Samuel R. Bowman Dirk Hovy 40 7 0 08 Nov 2022
Dialect-robust Evaluation of Generated Text Jiao Sun Thibault Sellam Elizabeth Clark Tu Vu Timothy Dozat Dan Garrette Aditya Siddhant Jacob Eisenstein Sebastian Gehrmann 33 19 0 02 Nov 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
Corpus-Guided Contrast Sets for Morphosyntactic Feature Detection in Low-Resource English Varieties Tessa Masis A. Neal Lisa Green Brendan O'Connor 33 9 0 15 Sep 2022
Contrastive Adapters for Foundation Model Group Robustness Michael Zhang Christopher Ré VLM 23 62 0 14 Jul 2022
FairGrad: Fairness Aware Gradient Descent Gaurav Maheshwari Michaël Perrot FaML 44 11 0 22 Jun 2022
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models Maribeth Rauh John F. J. Mellor J. Uesato Po-Sen Huang Johannes Welbl ... Amelia Glaese G. Irving Iason Gabriel William S. Isaac Lisa Anne Hendricks 38 49 0 16 Jun 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models Esma Balkir S. Kiritchenko I. Nejadgholi Kathleen C. Fraser 26 36 0 08 Jun 2022
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes Antonis Maronikolakis Philip Baader Hinrich Schütze 34 9 0 13 May 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 38 22 0 07 May 2022
Optimising Equal Opportunity Fairness in Model Training Aili Shen Xudong Han Trevor Cohn Timothy Baldwin Lea Frermann FaML 32 28 0 05 May 2022
Distributionally Robust Models with Parametric Likelihood Ratios Paul Michel Tatsunori Hashimoto Graham Neubig OOD 32 15 0 13 Apr 2022
VALUE: Understanding Dialect Disparity in NLU Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 57 42 0 06 Apr 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations Polina Kirichenko Pavel Izmailov A. Wilson OOD 56 320 0 06 Apr 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavaš Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 26 16 0 16 Mar 2022
A Differential Entropy Estimator for Training Neural Networks Georg Pichler Pierre Colombo Malik Boudiaf Günther Koliander Pablo Piantanida 25 21 0 14 Feb 2022
Networks and Identity Drive Geographic Properties of the Diffusion of Linguistic Innovation Aparna Ananthasubramaniam David Jurgens Daniel M. Romero 19 1 0 10 Feb 2022
Adaptive Sampling Strategies to Construct Equitable Training Datasets William Cai R. Encarnación Bobbie Chern S. Corbett-Davies Miranda Bogen Stevie Bergman Sharad Goel 89 30 0 31 Jan 2022
Learning Fair Representations via Rate-Distortion Maximization Somnath Basu Roy Chowdhury Snigdha Chaturvedi FaML 10 14 0 31 Jan 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 17 91 0 26 Jan 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 175 74 0 25 Jan 2022
The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization Ildikó Pilán Pierre Lison Lilja Ovrelid Anthia Papadopoulou David Sánchez Montserrat Batet AILaw 40 78 0 25 Jan 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 131 0 15 Dec 2021
"Stop Asian Hate!" : Refining Detection of Anti-Asian Hate Speech During the COVID-19 Pandemic H. Nghiem Fred Morstatter 25 8 0 04 Dec 2021
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 40 2 0 01 Dec 2021
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection Maarten Sap Swabha Swayamdipta Laura Vianna Xuhui Zhou Yejin Choi Noah A. Smith 51 269 0 15 Nov 2021
A Systematic Investigation of Commonsense Knowledge in Large Language Models Xiang Lorraine Li A. Kuncoro Jordan Hoffmann Cyprien de Masson dÁutume Phil Blunsom Aida Nematzadeh LRM 25 58 0 31 Oct 2021
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework Matan Halevy Camille Harris A. Bruckman Diyi Yang A. Howard 47 35 0 27 Sep 2021