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Create model evaluation framework #3

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alistairewj opened this issue Jul 20, 2022 · 0 comments
Open

Create model evaluation framework #3

alistairewj opened this issue Jul 20, 2022 · 0 comments

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@alistairewj
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alistairewj commented Jul 20, 2022

We will aim to evaluate the following models:

  • BERT - small
  • BERT - large
  • RoBERTa
  • pydeid
  • philter
  • philter+

On the following datasets:

  • i2b2_2014
  • i2b2_2006
  • PhysioNet corpus
  • MIT-rr
  • SK-rr
  • OpenDeid

Having an easy to use, configurable evaluation pipeline will be important in making this less tedious!

@alistairewj alistairewj changed the title Evaluate models on i2b2_2014 Create model evaluation framework Jul 20, 2022
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