RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases

7 Apr 2020DongHyun ChoiMyeong Cheol ShinEungGyun KimDong Ryeol Shin

Text-to-SQL is the problem of converting a user question into an SQL query, when the question and database are given. In this paper, we present a neural network approach called RYANSQL (Recursively Yielding Annotation Network for SQL) to solve complex Text-to-SQL tasks for cross-domain databases... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Text-To-Sql spider RYANSQL (BERT) Accuracy (Dev) 66.6 # 1
Accuracy (Test) 58.2 # 1

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