Corpus ID: 231990742

ValueNet: A Natural Language-to-SQL System that Learns from Database Information

@inproceedings{Brunner2020ValueNetAN,
  title={ValueNet: A Natural Language-to-SQL System that Learns from Database Information},
  author={Ursin Brunner and Kurt Stockinger},
  year={2020}
}
Building natural language (NL) interfaces for databases has been a long-standing challenge for several decades. The major advantage of these so-called NL-to-SQL systems is that end-users can query complex databases without the need to know SQL or the underlying database schema. Due to significant advancements in machine learning, the recent focus of research has been on neural networks to tackle this challenge on complex datasets like Spider. Several recent NL-to-SQL systems achieve promising… Expand
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