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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 …
From tabular data to knowledge graphs: A survey of semantic table interpretation tasks and methods
Tabular data often refers to data that is organized in a table with rows and columns. We
observe that this data format is widely used on the Web and within enterprise data …
observe that this data format is widely used on the Web and within enterprise data …
How large language models will disrupt data management
Large language models (LLMs), such as GPT-4, are revolutionizing software's ability to
understand, process, and synthesize language. The authors of this paper believe that this …
understand, process, and synthesize language. The authors of this paper believe that this …
Semantics-aware dataset discovery from data lakes with contextualized column-based representation learning
Dataset discovery from data lakes is essential in many real application scenarios. In this
paper, we propose Starmie, an end-to-end framework for dataset discovery from data lakes …
paper, we propose Starmie, an end-to-end framework for dataset discovery from data lakes …