Efficient-Named-Entity-Recognizer-using-Structured-Perceptron-Viterbi-and-Beam-Search-Python

This script employs Dynamic Programming algorithms such as, Viterbi Search and Beam Search to accelerate the process of training the Perceptron

Running the Script

To run the script using Viterbi Search, use: python3 ner.py -v train.txt test.txt

and

To run the script using Beam Search, use: python3 ner.py -b train.txt test.txt