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 |