Official Github repo for the paper "Improving Compositional Generalization In Semantic Parsing".
This repo is basically an allennlp package, so allennlp installation is required. Notice that Text2SQL models require version 0.9.0.
For each model, an example for a configuration file is available at /training_config. To train a model, update the path, dataset name, and split name (for iid split use 'new_question_split', for program split use 'schema_full_split') in the configuration file.
For example:
allennlp train ./improving-compgen-in-semparse/training_config/iid_ati_seq2seq_glove_config.jsonnet -s YOUR_OUTPUT_LOCATION --include-package text2sql
The parameters for each of the experiments in the paper are listed in /training_config/best_params.xlsx .