Below are interfaces and packages for running Stanford CoreNLP from other languages or within other packages. They have been written by many other people (thanks!). In general you should contact these people directly if you have problems with these packages.
Okay, Docker isn’t a language, but you know what we mean…. Note on running the CoreNLP server under docker: The container’s port 9000 has to be published to the host. Give a command like:
docker run -p 9000:9000 --name coreNLP --rm -i -t motiz88/corenlp. If, when going to
localhost:9000/, you see the error
This site can’t be reached. localhost refused to connect, then this is what you failed to do!
- pycorenlp, A Python wrapper for Stanford CoreNLP by Smitha Milli that uses the new CoreNLP v3.6.0 server. Available on PyPI.
- corenlp-pywrap by Sherin Thomas also uses the new CoreNLP v3.6.0 server. Python 3.x (only). Also: PyPI page.
- The “Wordseer fork” of stanford-corenlp-python, a Python wrapper for Stanford CoreNLP (see also: PyPI page). The “Wordseer fork” seems to merge the work of a number of people building on the original Dustin Smith wrapper, namely: Hiroyoshi Komatsu, Johannes Castner, Robert Elwell, Tristan Chong, Aditi Muralidharan. At Stanford CoreNLP v3.5.2, last we checked. See also Robert Elwell’s version (at CoreNLP v3.2.0, last we checked).
- stanford-corepywrapper Python wrapper by Brendan O’Connor or maybe John Beieler’s fork. At CoreNLP v3.5.0, last we checked.
- corenlp-python , an up-to-date fork of Smith (below) by Hiroyoshi Komatsu and Johannes Castner (see also: PyPI page). At CoreNLP v3.4.1, last we checked.
- stanford-corenlp-python , the original Python wrapper including JSON-RPC server by Dustin Smith. At CoreNLP v3.4.1, last we checked.
- corenlp , a Python wrapper for Stanford CoreNLP by Chris Kedzie (see also: PyPI page). At Stanford CoreNLP v3.2.0, last we checked.
- PyStanfordDependencies , a Python interface for converting Penn Treebank trees to Stanford Dependencies by David McClosky (see also: PyPI page). Last we checked, it is at Stanford CoreNLP v3.5.2 and can do Universal and Stanford dependencies (though it’s currently missing Universal POS tags and features).
- corenlp-xml, a library for handling interactions with CoreNLP’s XML output by Robert Elwell. Available on PyPI. Documentation.
- corpkit, a sophisticated corpus linguistics toolkit with GUI by Daniel McDonald. Interfaces with CoreNLP v3.6.0 to parse documents, and uses Tregex/CoreNLP XML to find patterns in corpora. Available on PyPI. A graphical interface is also available.
- corenlp-xml-reader by Edward Newell on GitHub and there it’s a PyPI package
- stanford-0mq by Diane Napolitano. An implementation of a server for Stanford’s CoreNLP suite using Ømq and a basic client/server/JSON requests configuration. Last commit: Oct 2015.
- stanford-corenlp-zeromq by URXtech. Basic JSON wrapper around CoreNLP.
- corenlp-zmq by Thom Neale. A Dockerfile and Ansible provisioning script to build and run a Stanford CoreNLP server process with a single ZMQ broker font-end that proxies incoming requests to one or more back-end Scala workers. Last commit: 2015.
- corenlp-server by Eric Kow. Simple Java server communicating with clients via XML through ZeroMQ. Example Python client included. Last commit: 2014.