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Umbrella issue for the Deep Learning notebook #4

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m09 opened this issue Dec 4, 2019 · 0 comments
Open
6 tasks

Umbrella issue for the Deep Learning notebook #4

m09 opened this issue Dec 4, 2019 · 0 comments

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@m09
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m09 commented Dec 4, 2019 •
edited by bzz
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Please create one issue per bullet point when you start working on them and edit this message to add the link to it.

  • Use PyTorch and PyTorch Lightning
  • Switch to Precision/Recall/F1 (Optionally BLEU and ROUGE also)
  • Add SotA section, highlighting the results from publications and NLP domain
    (size of the dataset, etc)
  • Use Tree-sitter for preprocessing
  • Include more experiments (ablation study, effect of the dataset size, GGNN model, comparison of structured and non-structured features)
  • Make it simpler (move code to external file, use collapsible cells)
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@m09