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 …
Data-centric artificial intelligence: A survey
Artificial Intelligence (AI) is making a profound impact in almost every domain. A vital enabler
of its great success is the availability of abundant and high-quality data for building machine …
of its great success is the availability of abundant and high-quality data for building machine …
Break It Down: A Question Understanding Benchmark
Understanding natural language questions entails the ability to break down a question into
the requisite steps for computing its answer. In this work, we introduce a Question …
the requisite steps for computing its answer. In this work, we introduce a Question …
State of the art and open challenges in natural language interfaces to data
Recent advances in natural language understanding and processing resulted in renewed
interest in natural language based interfaces to data, which provide an easy mechanism for …
interest in natural language based interfaces to data, which provide an easy mechanism for …
Database meets artificial intelligence: A survey
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …
make database more intelligent (AI4DB). For example, traditional empirical database …
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 …
Pilotscope: Steering databases with machine learning drivers
Learned databases, or AI4DB techniques, have rapidly developed in the last decade.
Deploying machine learning (ML) and AI4DB algorithms into actual databases is the gold …
Deploying machine learning (ML) and AI4DB algorithms into actual databases is the gold …
An empirical study of model errors and user error discovery and repair strategies in natural language database queries
Recent advances in machine learning (ML) and natural language processing (NLP) have
led to significant improvement in natural language interfaces for structured databases …
led to significant improvement in natural language interfaces for structured databases …