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 …
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** …
Towards natural language-based visualization authoring
A key challenge to visualization authoring is the process of getting familiar with the complex
user interfaces of authoring tools. Natural Language Interface (NLI) presents promising …
user interfaces of authoring tools. Natural Language Interface (NLI) presents promising …
Chatbot-based natural language interfaces for data visualisation: A sco** review
Rapid growth in the generation of data from various sources has made data visualisation a
valuable tool for analysing data. However, visual analysis can be a challenging task, not …
valuable tool for analysing data. However, visual analysis can be a challenging task, not …
Xnli: Explaining and diagnosing nli-based visual data analysis
Natural language interfaces (NLIs) enable users to flexibly specify analytical intentions in
data visualization. However, diagnosing the visualization results without understanding the …
data visualization. However, diagnosing the visualization results without understanding the …
Data@ hand: Fostering visual exploration of personal data on smartphones leveraging speech and touch interaction
Most mobile health apps employ data visualization to help people view their health and
activity data, but these apps provide limited support for visual data exploration. Furthermore …
activity data, but these apps provide limited support for visual data exploration. Furthermore …
Collecting and characterizing natural language utterances for specifying data visualizations
Natural language interfaces (NLIs) for data visualization are becoming increasingly popular
both in academic research and in commercial software. Yet, there is a lack of empirical …
both in academic research and in commercial software. Yet, there is a lack of empirical …
Why is ai not a panacea for data workers? an interview study on human-ai collaboration in data storytelling
Data storytelling plays an important role in data workers' daily jobs since it boosts team
collaboration and public communication. However, to make an appealing data story, data …
collaboration and public communication. However, to make an appealing data story, data …
Bridging the Gulf of envisioning: Cognitive design challenges in LLM interfaces
Large language models (LLMs) exhibit dynamic capabilities and appear to comprehend
complex and ambiguous natural language prompts. However, calibrating LLM interactions is …
complex and ambiguous natural language prompts. However, calibrating LLM interactions is …
Snowy: Recommending utterances for conversational visual analysis
Natural language interfaces (NLIs) have become a prevalent medium for conducting visual
data analysis, enabling people with varying levels of analytic experience to ask questions of …
data analysis, enabling people with varying levels of analytic experience to ask questions of …