search

amansrivastava17 / embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
MIT License
204 stars 29 forks source link

Does embedding as service support word embedding? #40

Closed Ailing-Zou closed 4 years ago

Ailing-Zou commented 4 years ago

You mention about sentence embedding, so does embedding as service support word embedding?

ashutoshsingh0223 commented 4 years ago

Yes. There are distributed vector models like GLoVe and FastText. In addition to these you can take token level vectors from models like BERT by passing pooling=None in the encode method.

Ailing-Zou commented 4 years ago

Ok, thanks so much!