Chapter 11 - Transfer Learning/Domain Adaptation

This case study explores transfer learning and domain adaptation using various techniques on the Amazon Review dataset.

Requirements

• Docker

Running the Docker Image

The docker images for this case study are located on dockerhub. Running the commands below will automatically download and start a jupyter notebook.

Run the Docker image:

docker run -p 8888:8888 --rm springernlp/chapter_11:latest

Building the Docker image

If you want to build the Docker image from scratch, use the following command.

docker build -t chapter_11:latest .

Book Reference

More information can be found at: Deep Learning for NLP and Speech Recognition by Springer