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 …
Doom or deliciousness: Challenges and opportunities for visualization in the age of generative models
Generative text‐to‐image models (as exemplified by DALL‐E, MidJourney, and Stable
Diffusion) have recently made enormous technological leaps, demonstrating impressive …
Diffusion) have recently made enormous technological leaps, demonstrating impressive …
Chat2vis: Generating data visualizations via natural language using chatgpt, codex and gpt-3 large language models
The field of data visualisation has long aimed to devise solutions for generating
visualisations directly from natural language text. Research in Natural Language Interfaces …
visualisations directly from natural language text. Research in Natural Language Interfaces …
Chartgpt: Leveraging llms to generate charts from abstract natural language
The use of natural language interfaces (NLIs) to create charts is becoming increasingly
popular due to the intuitiveness of natural language interactions. One key challenge in this …
popular due to the intuitiveness of natural language interactions. One key challenge in this …
NL4DV: A toolkit for generating analytic specifications for data visualization from natural language queries
Natural language interfaces (NLls) have shown great promise for visual data analysis,
allowing people to flexibly specify and interact with visualizations. However, develo** …
allowing people to flexibly specify and interact with visualizations. However, develo** …
Eviza: A natural language interface for visual analysis
Natural language interfaces for visualizations have emerged as a promising new way of
interacting with data and performing analytics. Many of these systems have fundamental …
interacting with data and performing analytics. Many of these systems have fundamental …
Datatone: Managing ambiguity in natural language interfaces for data visualization
Answering questions with data is a difficult and time-consuming process. Visual dashboards
and templates make it easy to get started, but asking more sophisticated questions often …
and templates make it easy to get started, but asking more sophisticated questions often …
Task-based effectiveness of basic visualizations
Visualizations of tabular data are widely used; understanding their effectiveness in different
task and data contexts is fundamental to scaling their impact. However, little is known about …
task and data contexts is fundamental to scaling their impact. However, little is known about …
Text-to-viz: Automatic generation of infographics from proportion-related natural language statements
Combining data content with visual embellishments, infographics can effectively deliver
messages in an engaging and memorable manner. Various authoring tools have been …
messages in an engaging and memorable manner. Various authoring tools have been …
FlowSense: A natural language interface for visual data exploration within a dataflow system
Dataflow visualization systems enable flexible visual data exploration by allowing the user to
construct a dataflow diagram that composes query and visualization modules to specify …
construct a dataflow diagram that composes query and visualization modules to specify …