Stanford CoreNLP is an extensible, open source, JVM-based NLP toolkit with good quality core natural language analysis components, quite widely used in academia, companies, and government. This talk will give an overview, look at use from the command-line, code, and the web API, including the new server and new annotators, and provide a deeper dive going through a pipeline we recently built for a machine reading task. We'd also welcome questions (and requests!) from people who have used CoreNLP. We'll open at 7 and the talk will begin at 7:30, co-presented by Christopher Manning, Professor at Stanford University and Jason Bolton, Research Engineer at Stanford University.