Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
Ai4vis: Survey on artificial intelligence approaches for data visualization
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
Graphologue: Exploring large language model responses with interactive diagrams
Large language models (LLMs) have recently soared in popularity due to their ease of
access and the unprecedented ability to synthesize text responses to diverse user …
access and the unprecedented ability to synthesize text responses to diverse user …
Calliope: Automatic visual data story generation from a spreadsheet
Visual data stories shown in the form of narrative visualizations such as a poster or a data
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
Natural language to visualization by neural machine translation
Supporting the translation from natural language (NL) query to visualization (NL2VIS) can
simplify the creation of data visualizations because if successful, anyone can generate …
simplify the creation of data visualizations because if successful, anyone can generate …
How do you converse with an analytical chatbot? revisiting gricean maxims for designing analytical conversational behavior
Chatbots have garnered interest as conversational interfaces for a variety of tasks. While
general design guidelines exist for chatbot interfaces, little work explores analytical chatbots …
general design guidelines exist for chatbot interfaces, little work explores analytical chatbots …
A survey on ML4VIS: Applying machine learning advances to data visualization
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …
techniques to visualizations to achieve a better design, development, and evaluation of …
[HTML][HTML] A survey on automatic infographics and visualization recommendations
Automatic infographics generators employ machine learning algorithms/user-defined rules
and visual embellishments into the creation of infographics. It is an emerging topic in the …
and visual embellishments into the creation of infographics. It is an emerging topic in the …
Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …
and considerable effort from human creators. Recent research has widely explored the …
Synthesizing natural language to visualization (NL2VIS) benchmarks from NL2SQL benchmarks
Natural language (NL) is a promising interaction paradigm for data visualization (VIS).
However, there are not any NL to VIS (NL2VIS) benchmarks available. Our goal is to provide …
However, there are not any NL to VIS (NL2VIS) benchmarks available. Our goal is to provide …