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Faria Huq

2 accepted papers

2025

CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation

NAACL 2025system demonstrations

While much work on web agents emphasizes the promise of autonomously performing tasks on behalf of users, in reality, agents often fallshort on complex tasks in real-world contexts and modeling user preference. This presents an opportunity for humans to collaborate with the agent and leverage the ag…

2024

DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation

ECCV 2024poster

"Enabling machines to understand structured visuals like slides and user interfaces is essential for making them accessible to people with disabilities. However, achieving such understanding computationally has required manual data collection and annotation, which is time-consuming and labor-intensi…