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IITGuwahati-AI/Open-Domain-Table-to-text-generation

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Open-Domain-Table-to-text-generation

  • Generation of meaningful inference from highlighted cells.
  • Used the Google Totto Dataset for training and testing.
  • The model used was T5-Base
  • Special tokens were added for seperation between the different cells and rows so that the model too could understand the positions of the input text
  • Model was trained for 7 epochs on GPU and later on 12 rpochs on TPU

File Information

  • File for data preprocessing -> converting table data into model input format
  • GPU Training -> training model on GPU
  • TPU Training -> Training model on TPU using Pytorch XLA

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