We developed a Grammatical Error Correction system for Scientific Text based on the LM-Critic model by Yasunaga et al. (2021).
To run the model, perform the following steps:
- Create the necessary environments from here
- Download the project folder from here or create a shortcut to your drive.
- Open GEC.ipynb notebook file and change the working directory to the project directory.
- Run the cells to perform one iteration of the model.
- Run the cells iteratively to perform more iterations of the model.
To evaluate the model,
- Download the prediction files from the predictions directory.
- Copy them to the eval folder and run ./eval.sh