Interview SkillsNLP

What is tokenization? What is TF-IDF? What are word embeddings? What is attention? How do you evaluate NLP models? What does bidirectionality add in a Bi-LSTM text classifier? What is multi-head attention and why is it better than single-head? You fine-tuned BERT for sarcasm detection. What layers did you modify? How does Word2Vec differ from contextual embeddings like BERT?

NLP Interview Questions

Text processing, language representation, attention, and evaluation for NLP interviews.

9 questionsskill

What is tokenization? →