Named Entity Identification (NEI) is performed on the CoNLL-2003 dataset using a Support Vector Machine (SVM).
See code/main.ipynb and run it cell by cell
(This was done as a course assignment for CS626: Speech and Natural Language Processing and the Web, Autumn 2021, IIT Bombay)