2 papers
cs.AI2025
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition
Danielle Cohen, Yoni Halpern, Noam Kahlon +5
Understanding user intents from UI interaction trajectories remains a challenging, yet crucial, frontier in intelligent agent development. While massive, datacenter-based, multi-mo…
cs.LG2023
FRAPPE: A Group Fairness Framework for Post-Processing Everything
Alexandru Tifrea, Preethi Lahoti, Ben Packer +3
Despite achieving promising fairness-error trade-offs, in-processing mitigation techniques for group fairness cannot be employed in numerous practical applications with limited com…