SQuID uses probabilistic abduction on a precomputed abduction-ready database to infer select-project-join queries with optional group-by and intersection from user examples, outperforming prior QBE and ML methods on real datasets.
SQ UID employs an offline module that performs several pre-computation steps to make the database abduction-ready
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Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity
SQuID uses probabilistic abduction on a precomputed abduction-ready database to infer select-project-join queries with optional group-by and intersection from user examples, outperforming prior QBE and ML methods on real datasets.