3 papers
cs.LG2026
Fairness-Aware Multi-Group Target Detection in Online Discussion
Soumyajit Gupta, Maria De-Arteaga, Matthew Lease
Target-group detection is the task of detecting which group(s) a piece of content is ``directed at or about''. Applications include targeted marketing, content recommendation, and…
cs.CL2026
Improving the Distributional Alignment of LLMs using Supervision
Gauri Kambhatla, Sanjana Gautam, Angela Zhang +4
The ability to accurately align LLMs with diverse population groups on subjective questions would have great value. In this work, we show that adding simple supervision can more co…
cs.CL2024
Promoting Constructive Deliberation: Reframing for Receptiveness
Gauri Kambhatla, Matthew Lease, Ashwin Rajadesingan
To promote constructive discussion of controversial topics online, we propose automatic reframing of disagreeing responses to signal receptiveness to a preceding comment. Drawing o…