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nl2sql

首届中文NL2SQL挑战赛

资源

解决方案

参考资料

数据集

论文

开源代码

论文实现

  • SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task 11 - Yu et al. 11.2018 Official: (6 commits, 27 stars, 5 forks) https://github.com/taoyds/syntaxSQL

  • Coarse2Fine: Coarse-to-Fine Decoding for Neural Semantic Parsing 6 - Dong et al. 05.2018 Official: (6 commits, 76 stars, 25 forks) https://github.com/donglixp/coarse2fine

  • Execution-guided Decoding: Robust Text-to-SQL Generation with Execution-Guided Decoding 6 - Wang et al. 07.2018 PT-MAML: Natural Language to Structured Query Generation via Meta-Learning - Huang et al. 03.2018 PointerSQL: Pointing out SQL Queries from Text - Wang et al. 03.2018 Official (Microsoft): (3 commits, 21 stars, 7 forks) https://github.com/Microsoft/PointerSQL

  • TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation 1 - Yu et al. 05.2018 Official: (16 commits, 41 stars, 8 forks) https://github.com/taoyds/typesql

  • Bidirectional Attention for SQL Generation 3 - Guo et al. 12.2017 Official: (16 commits, 3 stars, 4 forks https://github.com/guotong1988/NL2SQL

  • SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning 5 - Xu et al. 11.2017 Official: (7 commits, 184 stars, 61 forks) https://github.com/xiaojunxu/SQLNet

  • Language to Logical Form with Neural Attention 1 - Dong et al. Official: (10 commits, 103 stars, 25 forks) https://github.com/donglixp/lang2logic