Tag Archives: CoreNLP

Resolve coreference using Stanford CoreNLP


via Resolve coreference using Stanford CoreNLP | Guru.

Coreference resolution is the task of finding all expressions that refer to the same entity in a text.Stanford CoreNLP coreference resolution system is the state-of-the-art system to resolve coreference in the text. To use the system, we usually create a pipeline, which requires tokenization, sentence splitting, part-of-speech tagging, lemmarization, named entity recoginition, and parsing. However sometimes, we use others tools for preprocessing, particulaly when we are working on a specific domain. In these cases, we need a stand-alone coreference resolution system. This post demenstrates how to create such a system using Stanford CoreNLP.