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Reproduce selected results from Transformers4Rec paper with Merlin Models API #806

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@gabrielspmoreira

Description

For Transformers4Rec, we have created a training/eval script for reproducing the paper experiments, that takes a set of hparams as command line arguments and a preprocessed dataset.

This task is about creating the training/eval script based on the original Transformers4Rec script using the Merlin Models API, which will:

  • Ensure that our TF implementation is correct and that it matches the results we had using Transformers4Rec (PyTorch)
  • Work as an advanced example on how to set the available hparams for session-based recommendation

Selected best results to reproduce with REES46 dataset (without features):

  • GPT-2 (CLM)
  • XLNet (CLM)
  • XLNet (MLM)
  • XLNet - ALL Features (MLM)

We should compare accuracy and runtimes for best trials, reported in this spreadsheet, in the paper and in the paper online appendix

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