helpResearch questionText, Document, and Notebook Visualization
How can structural patterns be parsed and extracted from semi-structured text data with complex irregular structures?Direction: Visualization, Analytics, and Data Understanding
Text, Document, and Notebook Visualization
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36
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9
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2025
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All questions
36 items
helpResearch questionText, Document, and Notebook Visualization
How can interactive visualization systems help users clean and analyze semi-structured text data more efficiently?helpResearch questionText, Document, and Notebook Visualization
Compared with traditional regex-based methods, can LLM-based parsing improve flexibility and accuracy?lightbulbPractical problemText, Document, and Notebook Visualization
Users struggle to effectively parse complex-format semi-structured text, hindering downstream analysis.helpResearch questionText, Document, and Notebook Visualization
How can interactive charts improve the comprehensibility and interactivity of long-text information generated by large language models (LLMs)?helpResearch questionText, Document, and Notebook Visualization
Can real-time generated nonlinear node-link diagrams improve user efficiency in complex information tasks?helpResearch questionText, Document, and Notebook Visualization
How can bidirectional synchronized interaction between text and charts help users retrieve information more intuitively?lightbulbPractical problemText, Document, and Notebook Visualization
Users struggle to quickly understand and navigate complex long-text content generated by large language models.helpResearch questionText, Document, and Notebook Visualization
How can automated exploratory flowchart generation improve asynchronous communication efficiency in interdisciplinary data science teams?CSCW '23NBGuru: Generating Explorable Data Science Flowcharts to Facilitate Asynchronous Communication in Interdisciplinary Data Science Teams
helpResearch questionText, Document, and Notebook Visualization
How do LLMs perform in extracting information from computational notebooks and generating visualizations and text descriptions?CSCW '23NBGuru: Generating Explorable Data Science Flowcharts to Facilitate Asynchronous Communication in Interdisciplinary Data Science Teams
helpResearch questionText, Document, and Notebook Visualization
Can NBGuru's automated flowchart organization help non-technical team members quickly understand project core content?CSCW '23NBGuru: Generating Explorable Data Science Flowcharts to Facilitate Asynchronous Communication in Interdisciplinary Data Science Teams
lightbulbPractical problemText, Document, and Notebook Visualization
Interdisciplinary data science teams face high communication costs; non-technical members struggle to understand complex code.CSCW '23NBGuru: Generating Explorable Data Science Flowcharts to Facilitate Asynchronous Communication in Interdisciplinary Data Science Teams
helpResearch questionText, Document, and Notebook Visualization
How can a human-AI interactive tool be designed to support qualitative and interpretive text data analysis?helpResearch questionText, Document, and Notebook Visualization
Can interactive document clustering and visualization techniques improve the efficiency and effectiveness of qualitative research?helpResearch questionText, Document, and Notebook Visualization
How can qualitative researchers' ability to analyze large-scale data be enhanced without disrupting existing workflows?lightbulbPractical problemText, Document, and Notebook Visualization
Qualitative researchers struggle to efficiently analyze large-scale text data while remaining skeptical of algorithm-introduced bias.helpResearch questionText, Document, and Notebook Visualization
How can data scientists quickly generate content from computational notebooks to presentation slides?helpResearch questionText, Document, and Notebook Visualization
How can AI-generated slides balance technical details and audience usability needs?helpResearch questionText, Document, and Notebook Visualization
How can templates and interactive features enhance personalization and editability of generated slides?lightbulbPractical problemText, Document, and Notebook Visualization
Data scientists spend considerable time creating presentation slides for complex results.helpResearch questionText, Document, and Notebook Visualization
How can limitations of existing corpus analysis tools in discourse analysis, temporal change, and regional language comparison be overcome?helpResearch questionText, Document, and Notebook Visualization
How can a visualization tool supporting multidimensional query and interactive analysis improve efficiency in linguistic research?helpResearch questionText, Document, and Notebook Visualization
How can user-centered design meet linguists' practical needs for diverse corpus analysis?lightbulbPractical problemText, Document, and Notebook Visualization
Linguists' multi-tool data processing workflows are inefficient and lack intuitive visualization analysis tools.helpResearch questionText, Document, and Notebook Visualization
How can domain ontologies create conceptual rather than statistical overviews of textual content?helpResearch questionText, Document, and Notebook Visualization
How can domain ontologies support conceptual hierarchical comparison across multiple documents?helpResearch questionText, Document, and Notebook Visualization
How can interactive text visualization tools be designed to help users explore and understand domain literature?lightbulbPractical problemText, Document, and Notebook Visualization
Researchers struggle to analyze domain documents and compare their similarities and differences at a conceptual level.helpResearch questionText, Document, and Notebook Visualization
In exploratory data science tasks, how can creation and management of multiple branching paths in computational notebooks be supported?helpResearch questionText, Document, and Notebook Visualization
What limitations does the linear computational notebook model have in multi-state management, and how can they be overcome?helpResearch questionText, Document, and Notebook Visualization
Can visualizing multiple program branch paths improve users' clarity and efficiency at decision points?lightbulbPractical problemText, Document, and Notebook Visualization
Data scientists struggle to quickly try and compare different algorithms and parameters in computational notebooks.helpResearch questionText, Document, and Notebook Visualization
How can semantic search improve code query efficiency in computational notebooks?helpResearch questionText, Document, and Notebook Visualization
Can interactive visualization help developers better understand complex relationships among code snippets in computational notebooks?helpResearch questionText, Document, and Notebook Visualization
How can deep learning-based code description generation and embedding methods improve semantic relevance of search results?lightbulbPractical problemText, Document, and Notebook Visualization
Developers struggle to effectively search and understand complex code relationships in computational notebooks.Related papers
CHI 2025
StructVizor: Interactive Profiling of Semi-Structured Textual Data
Yanwei Huang, Yan Miao, Di Weng
UIST 2023
Graphologue: Exploring Large Language Model Responses with Interactive Diagrams
Peiling Jiang, Jude Rayan, Steven P Dow
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Scholastic: Graphical Human-AI Collaboration for Inductive and Interpretive Text Analysis
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Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work
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CorpSum: Towards an Enabling Tool-Design for Language Researchers to Explore, Analyze and Visualize Corpora
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Fork It: Supporting Stateful Alternatives in Computational Notebooks
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CHI 2021
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