词嵌入

代码示例

1[
2    -0.15583  , -0.43362  ,  0.10298  , -0.67142  , -0.59867  ,
3     0.2735   , -0.020137 ,  0.25643  ,  0.022483 , -0.12964  ,
4     0.26433  , -0.55713  ,  0.69422  , -0.032194 ,  0.17577  ,
5     0.19532  ,  0.044621 , -0.073282 , -0.17421  , -0.58758  ,
6    -0.1338   , -0.34307  ,  0.21191  ,  0.49503  ,  0.25784  ,
7     0.26172  , -0.23929  ,  0.18957  , -0.0026281,  0.28921  ,
8    -0.16091  ,  0.22032  , -0.086179 ,  0.42172  ,  0.05059  ,
9     0.55579  ,  0.23587  ,  0.02464  ,  0.2798   ,  0.1361   ,
10    -0.10187  ,  0.2317   ,  0.37016  ,  0.055423 , -0.13943  ,
11    -0.068117 ,  0.16021  , -0.35712  ,  0.35722  , -0.11093
12]

代码示例

1[
2    0.89254 ,  2.3112  , -0.70036  ,  0.76679  , -1.0815   ,
3    0.40426 , -1.3462  ,  0.71     ,  0.90067  , -1.043    ,
4   -0.57966 ,  0.18669 ,  1.0996   , -0.90042  , -0.045962 ,
5    0.31492 ,  1.4128  ,  0.84963  ,  1.3389   , -0.32252  ,
6   -0.10208 , -0.31783 ,  0.33173  ,  0.096593 ,  0.36732  ,
7   -1.1466  ,  0.3123  ,  1.549    , -0.13059  , -0.62003  ,
8    1.774   , -0.62134 ,  0.065215 , -0.39758  ,  0.095832 ,
9   -0.56289 , -0.39552 , -0.16224  ,  1.0035   ,  0.39161  ,
10   -0.54489 ,  0.21744 ,  0.10831  , -0.06952  , -1.046    ,
11   -0.36096 , -0.48233 , -0.90467  , -0.044913 , -0.52132 
12]

根据GloVe模型得出的最相近的前20个词：

dogs,
cat,
pet,
puppy,
hound,
horse,
animal,
cats,
canine,
pets,
sled,
breed,
kennel,
animals,
stray,
barking,
pig,
bear,
puppies,
leash

根据GloVe模型得出的最相近的前20个词：

dogs, cat, pet, puppy, hound, horse, animal, cats, canine, pets, sled, breed, kennel, animals, stray, barking, pig, bear, puppies, leash

cars,
vehicle,
truck,
driver,
driving,
vehicles,
motorcycle,
automobile,
parked,
drivers,
suv,
bus,
mercedes,
auto,
drove,
taxi,
jeep,
garage,
motorbike,
dealership

cars, vehicle, truck, driver, driving, vehicles, motorcycle, automobile, parked, drivers, suv, bus, mercedes, auto, drove, taxi, jeep, garage, motorbike, dealership

v(国王) - v(男人) + v(女人) ≈ v(王后)