omerlevy commited on
Commit
6b39d5b
·
1 Parent(s): e4b5a8a

Update metrics/bart_score.py

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Files changed (1) hide show
  1. metrics/bart_score.py +7 -4
metrics/bart_score.py CHANGED
@@ -23,15 +23,18 @@ def get_scorers():
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  def compute_bart_score_for_scorer(predictions, references, scorer_name, scorer):
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- precisions = np.array(scorer.score(references, predictions, batch_size=4))
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  recalls = np.array(scorer.score(predictions, references, batch_size=4))
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- f_scores = 0.5 * (precisions + recalls)
 
 
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  return [
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  {
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- f"{scorer_name}_f_score": f_scores[i],
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- f"{scorer_name}_precision": precisions[i],
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  f"{scorer_name}_recall": recalls[i],
 
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  }
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  for i in range(len(predictions))
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  ]
 
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  def compute_bart_score_for_scorer(predictions, references, scorer_name, scorer):
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+ #precisions = np.array(scorer.score(references, predictions, batch_size=4))
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  recalls = np.array(scorer.score(predictions, references, batch_size=4))
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+ #f_scores = 0.5 * (precisions + recalls)
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+ baselines = np.array(scorer.score(references, references, batch_size=4))
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+ normalized = baselines / recalls
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  return [
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  {
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+ #f"{scorer_name}_f_score": f_scores[i],
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+ #f"{scorer_name}_precision": precisions[i],
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  f"{scorer_name}_recall": recalls[i],
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+ f"{scorer_name}_normalized": normalized[i],
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  }
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  for i in range(len(predictions))
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  ]