https://github.com/headacheboy/IGSQL

https://github.com/headacheboy/IGSQL

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/headacheboy/IGSQL
• Owner: headacheboy
• License: apache-2.0
• Created: 2020-11-11T13:50:00.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2020-11-15T16:10:44.000Z (about 4 years ago)
• Last Synced: 2024-08-18T11:13:40.300Z (6 months ago)
• Language: Python
• Size: 287 KB
• Stars: 27
• Watchers: 2
• Forks: 4
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# IGSQL

This is the implementation of EMNLP 2020 paper [IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation](https://www.aclweb.org/anthology/2020.emnlp-main.560.pdf)

### Dependency

folder `data/ data/database model/bert/data/annotated_wikisql_and_PyTorch_bert_param/pytorch_model_uncased_L-12_H-768_A-12.bin` can be found [here](https://github.com/ryanzhumich/editsql)

### How to run

use `./run_sparc.sh` or `./run_cosql.sh` to train and evaluate on the best model.

use `./test_sparc.sh` or `./test_cosql.sh` (change the save_file path) to evaluate the specific model.

# Acknowledgement

We adapt the code from [editsql](https://github.com/ryanzhumich/editsql). Thanks to the open-source project.