WikiSQL

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WikiSQL consists of a corpus of 87,726 hand-annotated SQL query and natural language question pairs. These SQL queries are further split into training (61,297 examples), development (9,145 examples) and test sets (17,284 examples). It can be used for natural language inference tasks related to relational databases. Source: SQL-to-Text Generation with Graph-to-Sequence Model Image Source: https://blog.einstein.ai/how-to-talk-to-your-database/

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벤치마크

Code Generation on WikiSQL 결과 10개

Semantic Parsing on WikiSQL 결과 5개

Question Answering on WikiSQL 결과 2개

SQL-to-Text on WikiSQL 결과 2개