Method and device for generating SQL (Structured Query Language) statement from natural language statement
The invention discloses a method and device for generating SQL statements from natural language statements, and the method comprises the steps: building a language processing model based on data enhancement, and the language processing model comprises a data enhancement module and a task training mo...
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| creator | CHENG LIHAN ZHOU XIAOYU SHI XINYU HUANG YAN LI JINXIA BIAN HUAXING DING MANJIANG SHEN JIAN WEN FUGUO WANG XI |
| description | The invention discloses a method and device for generating SQL statements from natural language statements, and the method comprises the steps: building a language processing model based on data enhancement, and the language processing model comprises a data enhancement module and a task training module; obtaining first training data and inputting the first training data into a data enhancement module for data syntax analysis, information removal and data sampling to obtain second training data; merging the first training data and the second training data to generate training data, and sending the training data to a task training module for training until the language processing model converges; establishing a language conversion model, and embedding the language conversion model into a language processing model; the language conversion model receives a to-be-converted natural language statement, and decomposes the to-be-converted natural language statement through the language conversion model to obtain a si |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS |
| title | Method and device for generating SQL (Structured Query Language) statement from natural language statement |
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