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Nlp Research Intern Interview Questions
54 nlp research intern interview questions shared by candidates
Questions: Tell me about yourself Briefly described about my research Did I work with any pretrained model (e.g. BERT) and What I used it for? Difference between transformer and LSTM? Difference between naive bias and logistic regression? Given a dataset of sentiment classification (gave some description, what are the labels), how would I approach the problem?
How to do BFS and DFS?
What are the regularization methods: L1 vs L2 normalization
1. Difference between KNN and Kmeans algorithm.
Explain the attention mechanism in depth
ML + Leetcode questions. Phone interview 1 - ML - open ended question in NLP Phone interview 2 - Designing a document database Onsites - mix of ML and leetcode. ML questions will test fundamentals, and leetcode seemed to be easy/medium.
1 coding, 1 machine learning, 1 system design, and 1 behavioral assessment. Setup a mail server. Define the Bag of N-grams model in NLP.
NLP basic questions includes: difference between RNN and LSTM, seq2seq, difference between skip-gram and cbow, what is fastext and word2vec? what is word embedding? Coding question: quick sort.
What is biomarker/fraction ejection/types of DNA mutation?
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