machine learning algorithm

natural language processing

Implemented the Viterbi algorithm for sequence tagging, did feature engineering to identify a good set of features and also compared the MEMM and CRF Statistical Modeling Methods, using Tensor Flow framework.

An MEMM POS Tagger implemented in Python 3 as part of an NLP Course at the Technion

NER for the ATIS dataset

This project follows a baseline & benchmark methodology to define the Named Entity Recognition task with classical machine learning.