2 papers
cs.CL2026
Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings
Linsen Li, Aron Culotta, Nicholas Mattei
Online reviews provide valuable insights into the perceived quality of facets of a product or service. While aspect-based sentiment analysis has focused on extracting these facets…
cs.AI2025
The Illusion of Fairness: Auditing Fairness Interventions with Audit Studies
Disa Sariola, Patrick Button, Aron Culotta +1
Artificial intelligence systems, especially those using machine learning, are being deployed in domains from hiring to loan issuance in order to automate these complex decisions. J…