Dialect prejudice predicts AI decisions about people's character,
employability, and criminality

Dialect prejudice predicts AI decisions about people's character, employability, and criminality

1 March 2024

Valentin Hofmann

Pratyusha Kalluri

Dan Jurafsky

Papers citing "Dialect prejudice predicts AI decisions about people's character, employability, and criminality"

7 / 7 papers shown

Title
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts Dhia Elhaq Rzig Dhruba Jyoti Paul Kaiser Pister Jordan Henkel Foyzul Hassan 80 0 0 21 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
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances Dhruv Agarwal Mor Naaman Aditya Vashistha 38 16 0 17 Sep 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
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination Eve Fleisig G. Smith Madeline Bossi Ishita Rustagi Xavier Yin Dan Klein 21 23 0 13 Jun 2024
"They are uncultured": Unveiling Covert Harms and Social Threats in LLM Generated Conversations Preetam Prabhu Srikar Dammu Hayoung Jung Anjali Singh Monojit Choudhury Tanushree Mitra 42 8 0 08 May 2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 47 7 0 01 Apr 2024