Xing Han Lu — accepted AI-conference papers

2024

WebLINX: Real-World Website Navigation with Multi-Turn Dialogue

ICML 2024spotlight

We propose the problem of conversational web navigation, where a digital agent controls a web browser and follows user instructions to solve real-world tasks in a multi-turn dialogue fashion. To support this problem, we introduce WEBLINX - a large-scale benchmark of 100K interactions across 2300 exp…

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2022

Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment

Zichao Li, Prakhar Sharma, Xing Han Lu, Jackie Cheung, Siva Reddy

ACL 2022findings

Most research on question answering focuses on the pre-deployment stage; i.e., building an accurate model for deployment. In this paper, we ask the question: Can we improve QA systems further post-deployment based on user interactions? We focus on two kinds of improvements: 1) improving the QA syste…

Cited by 28 Source ↗PDF ↗code ↗Scholar ↗