⟩ While working with context extraction from a text data, you encountered two different sentences The tank is full of soldiers. The tank is full of nitrogen. Which of the following measures can be used to remove the problem of word sense disambiguation in the sentences? A) Compare the dictionary definition of an ambiguous word with the terms contained in its neighborhood B) Co-reference resolution in which one resolute the meaning of ambiguous word with the proper noun present in the previous sentence C) Use dependency parsing of sentence to understand the meanings
A) Compare the dictionary definition of an ambiguous word with the terms contained in its neighborhood
Option 1 is called Lesk algorithm, used for word sense disambiguation, rest others cannot be used.