Dongmei Zhang

schoolMicrosoftbar_chart#3202 Global Rank

Total Papers

HCI Rank

#3202

Research Areas

Years Active

Recent Publications

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks

The rise of large language models (LLMs) has revolutionized user interactions with knowledge-based systems, enabling chatbots to synthesize vast amounts of information and assist with complex, exploratory tasks. However, LLM-based chatbots often struggle to provide personalized support, particularly when users start w…

IUI '22CorrespondingHuman-LLM Collaboration +1

GridBook: Natural Language Formulas for the Spreadsheet Grid

Writing formulas on the spreadsheet grid is arguably the most widely practiced form of programming. Still, studies highlight the difficulties experienced by end-user programmers when learning and using traditional formulas, especially for slightly complex tasks. The purpose of GridBook is to ease these difficulties by…

CHI '22CorrespondingCrowdsourcing Task Design & Quality Control

OneLabeler: A Flexible System for Building Data Labeling Tools

Labeled datasets are essential for supervised machine learning. Various data labeling tools have been built to collect labels in different usage scenarios. However, developing labeling tools is time-consuming, costly, and expertise-demanding on software development. In this paper, we propose a conceptual framework for…

CHI '185th+ AuthorInteractive Data Visualization +1

InfoNice: Easy Creation of Information Graphics

Information graphics are widely used to convey messages and present insights in data effectively. However, creating expressive data-driven infographics remains a great challenge for general users without design expertise. We present InfoNice, a visualization design tool that enables users to easily create data-driven…

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