This is the code for the SimQA paper

This paper use a unique dataset that was labeled by chemists. You need to extract the zip file to the root folder to run the scripts download the zip from here https://drive.google.com/drive/folders/16XJkKMJj-cPqw_msczG1VZ7fOPOwgKnh?usp=sharing

To run re-train the mle models run the train mle v1/v2 scripts To train & evaluate the model using the reinforcement-learning algorithm and the Q semantic + syntactic reward download the pre-trained model from here: https://drive.google.com/file/d/1z3wrQZe0V5HSXSiXyiIza36w-2zf6mmB/view?usp=sharing and put it in the root folder of the project. Then run the following command:

python train_rl --data_version=v1