lemon

LEMON

This repository contains the code and pre-trained models for our EMNLP2022 Findings paper LEMON: Language-Based Environment Manipulation via Execution-guided Pre-training

Data

The data is in the release. Please unzip it and put it in the lemon_data folder.

Pre-training

Run the following command to preprocess the data:

bash preprocess_pretrain.bat

Then run the following command to pre-train the model:

bash pretrain.sh

Fine-tuning

Run the following command to preprocess the data:

bash preprocess_finetune.bat

Then run the following command to fine-tune the model:

bash finetune.sh