Flashcards: AIML Unit 4 - Natural Language Processing (NLP)
Flashcard 1 Q: What is Natural Language Processing (NLP)?
A: NLP is a branch of AI that enables computers to understand, interpret, and generate human
language.
Flashcard 2 Q: What is Lexical Analysis in NLP?
A: It is the process of converting a sequence of characters into a sequence of tokens.
Flashcard 3 Q: What is Syntactic Analysis?
A: Also known as parsing, it checks the grammar of a sentence and represents it in a tree structure.
Flashcard 4 Q: What does Semantic Analysis do in NLP?
A: It extracts the meaning of a sentence based on grammar and context.
Flashcard 5 Q: What is Discourse Integration?
A: It involves connecting meaning across multiple sentences.
Flashcard 6 Q: Define Pragmatic Analysis.
A: It interprets sentences based on the context in which they are used.
Flashcard 7 Q: Name three applications of NLP.
A: Machine translation, sentiment analysis, and speech recognition.
Flashcard 8 Q: What is Tokenization?
A: Breaking down text into individual words or sentences.
Flashcard 9 Q: What is the purpose of removing stop words?
A: To eliminate common words that do not add significant meaning to the text.
Flashcard 10 Q: Differentiate between stemming and lemmatization.
Flashcard 1 Q: What is Natural Language Processing (NLP)?
A: NLP is a branch of AI that enables computers to understand, interpret, and generate human
language.
Flashcard 2 Q: What is Lexical Analysis in NLP?
A: It is the process of converting a sequence of characters into a sequence of tokens.
Flashcard 3 Q: What is Syntactic Analysis?
A: Also known as parsing, it checks the grammar of a sentence and represents it in a tree structure.
Flashcard 4 Q: What does Semantic Analysis do in NLP?
A: It extracts the meaning of a sentence based on grammar and context.
Flashcard 5 Q: What is Discourse Integration?
A: It involves connecting meaning across multiple sentences.
Flashcard 6 Q: Define Pragmatic Analysis.
A: It interprets sentences based on the context in which they are used.
Flashcard 7 Q: Name three applications of NLP.
A: Machine translation, sentiment analysis, and speech recognition.
Flashcard 8 Q: What is Tokenization?
A: Breaking down text into individual words or sentences.
Flashcard 9 Q: What is the purpose of removing stop words?
A: To eliminate common words that do not add significant meaning to the text.
Flashcard 10 Q: Differentiate between stemming and lemmatization.
