Natural Language Processing

What is Natural Language Processing?

• Interdisciplinary field between computer science and linguistics

• An AI application

• A science concerned with giving computer the ability to understand text

• All the above

What is a NLP application (mark all that is correct)

• Face recognition app

• Google translate

• ChatGPT

• Google Search

What is the hardest task of the following in NLP?

• spelling correction

• text classification

• machine translation

• open domain conversational agent

Why teaching a computer the language is a challenging task?

• language can be ambiguous

• language has a creative aspect

• humans share a common knowledge the computer does not have

• all the these reasons

What can be a problem with representing text with one-hot encoding?

• it does not include relationship between words

• It does not reflect the grammar of the language

• The one-hot vector can be very long and full of zeros if we have a large number of words

• all these reasons

NLP stands for ___?

• natural language processing
• neural linguistic programming
• national language processing
• networked language processing