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salesforce / WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.
BSD 3-Clause "New" or "Revised" License
1.62k stars 322 forks source link

Submit my result. Thank you! #48

Closed guotong1988 closed 4 years ago

guotong1988 commented 4 years ago

https://github.com/guotong1988/NL2SQL-BERT

guotong1988 commented 4 years ago

BERT-Base-Uncased

guotong1988 commented 4 years ago

The result has been improved to 

train results ------------
 Epoch: 10, ave loss: 0.07596415937802585, acc_sc: 0.978, acc_sa: 0.917, acc_wn: 0.995,         acc_wc: 0.984, acc_wo: 0.986, acc_wvi: 0.986, acc_wv: 0.985, acc_lx: 0.872, acc_x: 0.922
dev results ------------
 Epoch: 10, ave loss: 4.259158137938532, acc_sc: 0.970, acc_sa: 0.905, acc_wn: 0.991,         acc_wc: 0.978, acc_wo: 0.979, acc_wvi: 0.972, acc_wv: 0.971, acc_lx: 0.839, acc_x: 0.897
 Best Dev lx acc: 0.8412302576891105 at epoch: 9

I will update it.