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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