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 …
[HTML][HTML] The use of ontologies for effective knowledge modelling and information retrieval
K Munir, MS Anjum - Applied Computing and Informatics, 2018 - Elsevier
The dramatic increase in the use of knowledge discovery applications requires end users to
write complex database search requests to retrieve information. Such users are not only …
write complex database search requests to retrieve information. Such users are not only …
A comparative survey of recent natural language interfaces for databases
Over the last few years, natural language interfaces (NLI) for databases have gained
significant traction both in academia and industry. These systems use very different …
significant traction both in academia and industry. These systems use very different …
CodexDB: Synthesizing code for query processing from natural language instructions using GPT-3 Codex
I Trummer - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
CodexDB enables users to customize SQL query processing via natural language
instructions. CodexDB is based on OpenAI's GPT-3 Codex model which translates text into …
instructions. CodexDB is based on OpenAI's GPT-3 Codex model which translates text into …
C3: Zero-shot text-to-sql with chatgpt
This paper proposes a ChatGPT-based zero-shot Text-to-SQL method, dubbed C3, which
achieves 82.3\% in terms of execution accuracy on the holdout test set of Spider and …
achieves 82.3\% in terms of execution accuracy on the holdout test set of Spider and …
Natural language to SQL: Where are we today?
Translating natural language to SQL (NL2SQL) has received extensive attention lately,
especially with the recent success of deep learning technologies. However, despite the …
especially with the recent success of deep learning technologies. However, despite the …
CatSQL: Towards Real World Natural Language to SQL Applications
Natural language to SQL (NL2SQL) techniques provide a convenient interface to access
databases, especially for non-expert users, to conduct various data analytics. Existing …
databases, especially for non-expert users, to conduct various data analytics. Existing …
Athena++ natural language querying for complex nested sql queries
Natural Language Interfaces to Databases (NLIDB) systems eliminate the requirement for an
end user to use complex query languages like SQL, by translating the input natural …
end user to use complex query languages like SQL, by translating the input natural …
Crossdata: Leveraging text-data connections for authoring data documents
Data documents play a central role in recording, presenting, and disseminating data.
Despite the proliferation of applications and systems designed to support the analysis …
Despite the proliferation of applications and systems designed to support the analysis …
Bridging the semantic gap with SQL query logs in natural language interfaces to databases
A critical challenge in constructing a natural language interface to database (NLIDB) is
bridging the semantic gap between a natural language query (NLQ) and the underlying …
bridging the semantic gap between a natural language query (NLQ) and the underlying …