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Table 6 Word embeddings

From: Deep learning for pollen allergy surveillance from twitter in Australia

GloVe (300)         HF (50)    
’hayfever’   ’antihistamines’   ’eyes’   ’nose’   ’eyes’   ’nose’  
rhinitis 0.725 antihistamine 0.836 eye 0.821 noses 0.704 nose 0.882 eyes 0.882
allergies 0.655 cetirizine 0.660 lips 0.741 nostrils 0.652 throat 0.853 throat 0.851
colds 0.627 sedating 0.657 smile 0.720 mouth 0.651 itchy 0.797 hair 0.792
allergy 0.617 medications 0.640 face 0.708 throat 0.639 sinuses 0.765 itchy 0.780
antihistamine 0.599 loratadine 0.627 ears 0.667 ears 0.638 sneezing 0.760 blocked 0.771
eczema 0.595 histamine 0.587 eyelids 0.650 lips 0.623 hair 0.756 dry 0.770
sneezing 0.595 rhinitis 0.581 hands 0.646 ear 0.613 hands 0.734 sinuses 0.764
allergic 0.587 medicines 0.579 staring 0.636 tongue 0.603 sore 0.725 face 0.758
sinusitis 0.586 stimulants 0.574 stared 0.632 nostril 0.594 watery 0.715 sneezing 0.742
asthma 0.583 antibiotics 0.572 tears 0.623 nasal 0.589 swollen 0.712 hands 0.737
pollens 0.581 histamines 0.571 eyed 0.619 eyes 0.576 blocked 0.712 mouth 0.727
bronchitis 0.568 fexofenadine 0.567 smiling 0.616 eye 0.565 dry 0.710 eye 0.705
antihistamines 0.559 hayfever 0.559 shining 0.600 lip 0.563 ears 0.702 head 0.699
excema 0.554 zyrtec 0.556 fingers 0.599 teeth 0.543 itching 0.690 ass 0.689
sniffles 0.552 pseudoephedrine 0.554 looked 0.597 head 0.540 runny 0.681 sore 0.675