[2021] CS3002 Artificial Intelligence - Final Exam - Q7: Deep Learning for Natural Language Processing
Question 7: Deep Learning for Natural Language Processing
- Consider the following three documents:
Document 1: Nothing will come of nothing
Document 2: There is nothing either good or bad but thinking makes it so
Document 3: Come here
If we apply TF-IDF algorithm on the three documents, what is the size of the output matrix (table)? (2 marks)
- Given the following sentence, “Yesterday you said tomorrow”, give all examples of input- output pairs that you can generate to train a Word2Vec skip-gram model with a neighbourhood size of two. (4 marks)
- How do Deep Learning network architectures deal with data of different sizes: (i) different sentence sizes; (ii) different image sizes? (4 marks)
Get the Solution to This Question
WeChat (微信)
WhatsApp
