Real-world uses

Created for this library

1. 1.

   An NLP team learns representations of customer feedback using a sentence encoder so downstream classifiers can be trained on smaller labeled sets.

2. 2.

   A research team analyzes learned representations to confirm they capture the structure the team intended.

3. 3.

   A retail recommender team learns representations of users and products in a shared space so similarity reflects affinity.