Marti A. Hearst

University of California, Berkeley — United States

Computer Science · Physical Sciences

61h-index28.3kcitations285works3.42yr avg
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Research Topics

Topic Modeling(80), Natural Language Processing Techniques(74), Advanced Text Analysis Techniques(42), Information Retrieval and Search Behavior(33), Data Visualization and Analytics(30)

Publications284 total

An Analysis of Text Functions in Information Visualization
IEEE Transactions on Visualization and Computer Graphics·2025
An Analysis of Text Functions in Information Visualization
arXiv (Cornell University)·2025Open Access
Bidirectional Human-AI Alignment: Emerging Challenges and Opportunities
2025
Human-AI Collaboration: How AIs Augment Human Teammates
2025Open Access
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
2024· 15 cited
The Semantic Reader Project
Communications of the ACM·2024· 10 citedOpen Access
“It's a Good Idea to Put It Into Words”: Writing ‘Rudders’ in the Initial Stages of Visualization Design
IEEE Transactions on Visualization and Computer Graphics·2024· 3 cited
Accelerating Scientific Paper Skimming with Augmented Intelligence Through Customizable Faceted Highlights
ACM Transactions on Interactive Intelligent Systems·2024· 1 citedOpen Access
Give Text A Chance: Advocating for Equal Consideration for Language and Visualization
arXiv (Cornell University)·2024· 3 citedOpen Access
Shallow Synthesis of Knowledge in GPT-Generated Texts: A Case Study in Automatic Related Work Composition
arXiv (Cornell University)·2024· 2 citedOpen Access
The Role of Text in Visualizations: How Annotations Shape Perceptions of Bias and Influence Predictions
IEEE Transactions on Visualization and Computer Graphics·2023· 19 citedOpen Access
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
arXiv (Cornell University)·2023· 2 citedOpen Access
Show It or Tell It? Text, Visualization, and Their Combination
Communications of the ACM·2023· 11 citedOpen Access
Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction
arXiv (Cornell University)·2023Open Access
Pragmatically Appropriate Diversity for Dialogue Evaluation
arXiv (Cornell University)·2023· 5 citedOpen Access
<scp>Paper Plain</scp> : Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
ACM Transactions on Computer-Human Interaction·2023· 44 citedOpen Access
Scim: Intelligent Skimming Support for Scientific Papers
2023· 29 citedOpen Access
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
arXiv (Cornell University)·2023· 7 citedOpen Access
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents
2023· 11 citedOpen Access
Why More Text is (Often) Better: Themes from Reader Preferences for Integration of Charts and Text
arXiv (Cornell University)·2022· 5 citedOpen Access
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Frequent Co-authors

Melody Y. Ivory(4), Barbara Rosario(4), Ka-Ping Yee(3), Armando Fox(3), Rachna Dhamija(2), Kirsten Swearingen(2), Jan Pedersen(2), Rashmi Sinha(2), Derrick Coetzee(2), Björn Hartmann(2), Preslav Nakov(2), Susan Dumais(1), E. Osuna(1), John Platt(1), Bernhard Schölkopf(1), J. D. Tygar(1), Kevin Li(1), Ariel Schwartz(1), L. A. Pevzner(1), Christian Plaunt(1)