Natural Language Processing(NLP) task

Given a small input file.
Perform NER(Named-entity recognition) span prediction by predicting tags for individual words.

Describe your approach in the report, and submit your predictions over the test data.

Train file example:
------------------------------
AMT/O C$/I-MISC 100/O MLN/O COUPON/O 6.625/O MATURITY/O 24.SEP.02/O
Leicester/I-LOC :/O Leicestershire/I-ORG beat/O Somerset/I-ORG by/O an/O innings/O and/O 39/O runs/O ./O
MOODY/O AA1/O LISTING/O LUX/O PAY/O FREQ/O =/O
Somerset/I-ORG 83/O and/O 174/O (/O P./I-PER Simmons/I-PER 4-38/O )/O ,/O Leicestershire/I-ORG 296/O ./O
Second/O test/O (/O at/O Lord/I-LOC 's/I-LOC )/O



Test file example:
------------------------------
BASKETBALL - EUROLEAGUE STANDINGS .
LONDON 1996-12-06
Standings in the men 's EuroLeague