adellegia/predicting-merger-decision-outcomes

Setup experiments to do

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Questions

  • What to do with simplified decisions? probably disregard
  • How many models to run? Main: logit, svm, legal_bert
  • Only 1 logit for baseline full_text with phase2?
  • Why use precision-recall, f1-score, instead of accuracy?

Experiments

  • Experiment1: using label1:phase2 vs. label2:wc (with conditions) full text
  • Experiment2: using single section texts from four main sections
  • Experiment 3: using word embeddings for deep learning