Based on Stanford CoreNLP 3.7.0 (beta)
Build docker image:
git clone https://github.com/ameetmk/corenlp-docker.git
cd corenlp-docker
docker build -t ameetmk/corenlp:latest -f ./Dockerfile .
then run docker with the image built in the previous step