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Asaad fix reference recognizer #64

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Asaad fix reference recognizer #64

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b4b36de
Convert override scores for neutral sentiment from int to float
Oct 22, 2021
cc9e205
Ensure that scores is an array of floats
Oct 22, 2021
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2 changes: 1 addition & 1 deletion aspect_based_sentiment_analysis/pipelines.py
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Original file line number Diff line number Diff line change
Expand Up @@ -299,7 +299,7 @@ def postprocess(
examples = batch_examples[start:end]
# Examples should have the same aspect (an implicit check).
aspect, = {e.aspect for e in examples}
scores = np.max([e.scores for e in examples], axis=0)
scores = np.max([e.scores for e in examples], axis=0).astype(float)
scores /= np.linalg.norm(scores, ord=1)
sentiment_id = np.argmax(scores).astype(int)
aspect_document = CompletedSubTask(
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2 changes: 1 addition & 1 deletion aspect_based_sentiment_analysis/professors.py
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Expand Up @@ -47,7 +47,7 @@ def review(

if review.is_reference is False:
sentiment = Sentiment.neutral
scores = [0, 0, 0]
scores = [0.0, 0.0, 0.0]

prediction = PredictedExample.from_example(
example, sentiment=sentiment, scores=scores, review=review)
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