Formatting NER output from Stanford Corenlp

Question

I am working with Stanford CoreNLP and using it for NER. But when I extract organization names, I see that each word is tagged with the annotation. So, if the entity is \"NE

Answer 1

You can set any property in the properties file, include the "outputFormat" property. Stanford CoreNLP supports several different formats such as json, xml, and text. However, the xml option is not an inlineXML format. The xml format gives per token annotations for NER.

     
       
        New 
        New 
        0 
        3 
        NNP 
        ORGANIZATION 
        PER0 
       
       
        York 
        York 
        4 
        8 
        NNP 
        ORGANIZATION 
        PER0 
       
       
        Times 
        Times 
        9 
        14 
        NNP 
        ORGANIZATION 
        PER0