Applying Question Decomposition to Numerical Reasoning over Multi Hierarchical Data

Research Report: Applying Question Decomposition to Numerical Reasoning over Multi-hierarchical Data

Please follow the below instructions to run our code:

1. Download checkpoints from https://drive.google.com/drive/folders/1LPVGoWm1Tsm4Asjc6soeFI3sMTfsAz1_?usp=sharing and place in:

    Checkpoint_3/MT2NET_CodePipeline/MT2NET_models/
   

2. Download BERT checkpoints from https://drive.google.com/file/d/1XaMX-u5ZkWGH3f0gPrDtrBK1lKDU-QFk/view?usp=sharing and place it in

    Checkpoint_3/QuestionDecomposition_CodePipeline/model/
   

3. Run main.py which is in the project root folder, we've built a single touch pipeline that runs both Decomposition and the QA pipeline:

    python main.py
   

4. Decomposed questions can be found at:

    Checkpoint_3/QuestionDecomposition_CodePipeline/decomposed_questions
   

5. Outputs at each step of MT2NET (QA Pipeline) can be found in the outputs_intermediate folder of the MT2NET_CodePipeline folder at:

    Checkpoint_3/MT2NET_CodePipeline/outputs_intermediate