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POS Tag Guided Attention

Adapted from https://arxiv.org/pdf/1801.07853.pdf

Results

Model Word Vectors Validation Accuracy
Simple Averaging Twitter 25d 0.45
Simple Averaging Twitter 200d 0.65
Pos Attention Avg Twitter 25d 0.47
Pos Attention Avg Twitter 200d 0.65

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Part of Speech Guided Attention in Keras

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