Basic Python questions, Projects from resume, BERT model, knowledge on transformers etc.
Nlp Research Intern Interview Questions
38 nlp research intern interview questions shared by candidates
What is your role in this research? And what is the contribution?
1. Basic NLP and Deep Learning. 2. Problem solving given a product usecase on NLP. (ideas stealing)
Questions about project + details on attention and BERT + Leetcode
Once you pass the coding screen, the on site was not very technical. One question was on Latent Semantic Analysis and how it can pick up ellipsis/ syntactic formation that is suggestive of ellipsis. But the interviewer himself didn't know any answer (when asked "do you have any questions" in the end, I asked about what the solution might be for that- because I think it's a very speculative question that doesn't have existing answers in the industry. Turns out I was right. The interviewer had no idea what he was asking).
Some questions are based on the projects listed on my resume.
One of the LC problem: given a non-empty array containing only positive integers. find if the array can be partitioned into two subsets such that the sum of slements in both subsets is equal
How does a CRF work/ what does it aim to optimize? ^ This was relevant to my presentation, I pretty much got questions about the models I used.
What is the difference between a discriminative model and a generative model?
About my Experiences, projects, and paper.
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