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Client Installation and Setup

To use the CoreNLP client, please first make sure that you have correctly installed the Stanza library. Follow these instructions to install the library.

After Stanza is installed, you need to install the CoreNLP software package and make sure Stanza knows where the downloaded package is located on your computer. There are two ways to do this.

Automated Installation

New in v1.1

The automated installation function is the simplest way to install CoreNLP along with the default models. You do not neeed to download and install CoreNLP yourself; rather Stanza does it for you. Most simply you can use:

import stanza
stanza.install_corenlp()

By default, CoreNLP is installed in the ~/stanza_corenlp folder.

Alternatively, if the $CORENLP_HOME environment variable is set, by default, CoreNLP is installed in the path specified by the $CORENLP_HOME environment variable. The install function can have an argument dir which specifies where you want your CoreNLP to be installed:

import stanza
stanza.install_corenlp(dir="YOUR_CORENLP_FOLDER")

If you choose to set dir to your own customized directory, you also need to point the environment variable $CORENLP_HOME to this location after installing CoreNLP. On Linux/Unix or macOS, this can be done by running export CORENLP_HOME=YOUR_CORENLP_FOLDER.

Apart from the default package distribution, CoreNLP also provides additional models for six different languages. To install these additional models, you can do:

stanza.download_corenlp_models(model='french', version='4.2.2', dir="YOUR_CORENLP_FOLDER")

Here the model argument specifies the model package that you want to install, and can be set to one of 'arabic', 'chinese', 'english', 'english-kbp', 'french', 'german', 'spanish'; the version argument specifies the model version, for which 4.2.2 was the latest in 2021; and dir is needed to point to a customized CoreNLP installation location, or the models will be installed to the default location.

Manual Installation

You can also manually install CoreNLP. You need to:

  1. Download the latest version of Stanford CoreNLP from here and follow the instructions to unpack it and set up the environment.
  2. Download model files for the language you want to annotate from here and store them in the extracted CoreNLP folder. You can skip this step if you only want to use the default English models shipped with the CoreNLP software.
  3. Set the CORENLP_HOME environment variable to the location of the CoreNLP root folder. Example: export CORENLP_HOME=/path/to/stanford-corenlp-4.2.2. Stanza will use this environment variable to locate the CoreNLP package at runtime.