4 papers
Hashtag Re-Appropriation for Audience Control on Recommendation-Driven Social Media Xiaohongshu (rednote)
Ruyuan Wan, Lingbo Tong, Tiffany Knearem +3
Algorithms have played a central role in personalized recommendations on social media. However, they also present significant obstacles for content creators trying to predict and m…
Uncovering Disparities in Rideshare Drivers Earning and Work Patterns: A Case Study of Chicago
Hy Dang, Yuwen Lu, Jason Spicer +6
Ride-sharing services are revolutionizing urban mobility while simultaneously raising significant concerns regarding fairness and driver equity. This study employs Chicago Trip Net…
ChartifyText: Automated Chart Generation from Data-Involved Texts via LLM
Songheng Zhang, Lei Wang, Toby Jia-Jun Li +3
Text documents with numerical values involved are widely used in various applications such as scientific research, economy, public health and journalism. However, it is difficult f…
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks
Annalisa Szymanski, Noah Ziems, Heather A. Eicher-Miller +3
The potential of using Large Language Models (LLMs) themselves to evaluate LLM outputs offers a promising method for assessing model performance across various contexts. Previous r…