Phrase Sense Disambiguation for NLP using PhraseBase

A Hadoop MapReduce java implementation for disambiguating entities from simple English sentences using a phrasal knowledge base.

Requirements

Download datasets from https://www.kaggle.com/rushabhmishra/phrasebase
Stanford CoreNLP 2018-2-27
Hadoop 3.0

Steps

Clone the repository
Run in terminal hadoop com.sun.tools.javac.Main PhraseBase.java
Run jar cf PhraseBase.jar PhraseBase*.class
Create input.txt and write any simple sentence that has
- subject
- verb phrase
- object
eg. Sachin Tendulkar was born in Mumbai.

You can provide multiple sentences in the input file but be sure to write each sentence on a different line and end them with a period (.)
Run hadoop jar PhraseBase.jar PhraseBase input.txt