Your question is Common NLP Algorithm Choices. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are discussing how you would approach a typical NLP problem, such as classifying short text or extracting meaning from documents. The interviewer wants to hear which algorithms you would consider first and how your choice changes with the task and data.
What algorithms would you use for natural language processing?