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Title: GitHub - yechens/NL2SQL: Text2SQL 语义解析数据集、解决方案、paper资源整合项目

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Description: Text2SQL 语义解析数据集、解决方案、paper资源整合项目. Contribute to yechens/NL2SQL development by creating an account on GitHub.

Open Graph Description: Text2SQL 语义解析数据集、解决方案、paper资源整合项目. Contribute to yechens/NL2SQL development by creating an account on GitHub.

X Description: Text2SQL 语义解析数据集、解决方案、paper资源整合项目. Contribute to yechens/NL2SQL development by creating an account on GitHub.

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https://patch-diff.githubusercontent.com/yechens/NL2SQL#text2sql
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https://github.com/yechens/NL2SQL/blob/master/pic/nl2sql_dataset.png
https://patch-diff.githubusercontent.com/yechens/NL2SQL#1wikisql
WikiSQL 标注数据集https://github.com/salesforce/WikiSQL
https://patch-diff.githubusercontent.com/yechens/NL2SQL#2spider
Spiderhttps://yale-lily.github.io/spider
https://patch-diff.githubusercontent.com/yechens/NL2SQL#3cspider
Cspiderhttps://taolusi.github.io/CSpider-explorer/
https://patch-diff.githubusercontent.com/yechens/NL2SQL#4wikitablequestion
3.WikitableQuestionhttps://arxiv.org/pdf/1508.00305.pdf
https://patch-diff.githubusercontent.com/yechens/NL2SQL#5天池nl2sql中文挑战赛数据集
NL2SQL天池大赛https://tianchi.aliyun.com/competition/entrance/231716/information
https://patch-diff.githubusercontent.com/yechens/NL2SQL#6dusql中文数据集
2020语言与智能技术竞赛:语义解析任务https://aistudio.baidu.com/aistudio/competition/detail/30?isFromCcf=true
https://patch-diff.githubusercontent.com/yechens/NL2SQL#7sparc
Sparchttps://yale-lily.github.io/sparc
https://patch-diff.githubusercontent.com/yechens/NL2SQL#8cosql
CoSQLhttps://yale-lily.github.io/cosql
https://patch-diff.githubusercontent.com/yechens/NL2SQL#9chase
CHASEhttps://xjtu-intsoft.github.io/chase/
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https://github.com/yechens/NL2SQL/blob/master/pic/Spider-top2.png
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https://patch-diff.githubusercontent.com/yechens/NL2SQL#1spider榜单开源模型
EditSQL:关注跨域上下文依赖的文本到sql生成任务https://github.com/ryanzhumich/sparc_atis_pytorch
IRNet:用于复杂和跨域文本到SQL的神经网络方法https://github.com/microsoft/IRNet
RAT-SQL:基于关系Attention和抽象语法树的端到端SQL生成模型https://github.com/Microsoft/rat-sql
BRIDGE:跨域文本到SQL语义解析的文本-表格数据连接模型https://github.com/salesforce/TabularSemanticParsing
LGESQL: 半监督自然语言理解双重学习https://github.com/rhythmcao/text2sql-lgesql
Graphix-T5:Spider SOTA 解决方案https://arxiv.org/abs/2301.07507
https://patch-diff.githubusercontent.com/yechens/NL2SQL#2nl2sql中文挑战赛方案
基于Bert的NL2SQL模型:一个简明的Baselinehttps://kexue.fm/archives/6771
追一科技-baselinehttps://github.com/ZhuiyiTechnology/nl2sql_baseline?spm=5176.12281978.0.0.479040bfhD0GVo
首届中文NL2SQL挑战赛决赛第3名方案+代码https://github.com/beader/tianchi_nl2sql
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https://patch-diff.githubusercontent.com/yechens/NL2SQL#3基于nl和sql的预训练语言模型
https://patch-diff.githubusercontent.com/yechens/NL2SQL#落地应用-applications
https://github.com/yechens/NL2SQL/blob/master/pic/nl2sql_demo.png
https://patch-diff.githubusercontent.com/yechens/NL2SQL#参考论文-paper
https://patch-diff.githubusercontent.com/yechens/NL2SQL#参考资料-references
NL2SQL 这个领域研究进展如何https://www.zhihu.com/question/323109035/answer/683975497
首届中文NL2SQL挑战赛冠军比赛攻略_不上90不改名字(pdf)https://github.com/nudtnlp/tianchi-nl2sql-top1
百度NLP:语义解析 (Text-to-SQL) 技术研究及应用https://mp.weixin.qq.com/s/FtsA4O_VTUqhhYS3Gq3G8Q
”想知道你家爱豆最近的演唱会?"让Text2SQL模型自动帮你回答!https://zhuanlan.zhihu.com/p/328235375
万万没想到,BERT学会写SQL了https://zhuanlan.zhihu.com/p/342365992
ACL 2021 | CHASE:首个跨领域多轮Text2SQL中文数据集https://zhuanlan.zhihu.com/p/384293232
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