☛ Do you know about latent semantic indexing? Where can you apply it?

☛ Is it possible to find all the occurrences of quoted text in an article? If yes, explain how?

☛ What is a POS tagger? Explain the simplest approach to build a POS tagger?

☛ Which is a better algorithm for POS tagging – SVM or hidden Markov models?

☛ What is the difference between shallow parsing and dependency parsing?

☛ What package are you aware of in python which is used in NLP and ML?

☛ Explain one application in which stop words should be removed.

☛ How will you train a model to identify whether the word “Raymond” in a sentence represents a person’s name or a company?