I applied online. The process took 1 day. I interviewed at MicroAI in Feb 2025
Interview
During a three-round virtual interview—covering LLM fundamentals, advanced NLP topics, and cloud-container strategies—how do modern NLP systems handle unseen words, and which methods best represent previously out-of-vocabulary tokens most effectively
Interview questions [1]
Question 1
How do modern NLP systems handle out-of-vocabulary (OOV) words in their embedding process, and what techniques exist to represent words not found in the training vocabulary?
