14 Questions
What are some examples of text normalization techniques?
Abbreviation normalization
What is the relationship between the input and output in text classification?
Both A and B
What are some examples of classification methods in text classification?
Support vector machines
What are some examples of text representation techniques in text classification?
All of the above
What is the purpose of text normalization in natural language processing?
To convert text into a standard format for easier analysis
What type of language prompts should be used for mid-journey and logistics in natural language processing?
Natural language
What will be covered in the lexical semantics and distributed representations section of the Natural Language Processing course?
Word similarity and senses
What is the purpose of using naive Bayes in language modeling?
To calculate the probability of a sequence of words
Why are computers not very good at understanding human language?
Because human language is too random
What is the main reason for reducing the variations of words in raw text?
To increase efficiency and avoid false negatives
What is the difference between stemming and lemmatization?
Stemming reduces words to their base form while lemmatization reduces words to their root form
What is the purpose of tokenization in NLP?
To segment running text into words and sentences
Why is it important to expand contractions in NLP?
To improve the accuracy of the model
What is the benefit of removing duplicate whitespaces and punctuation in NLP?
To create 'clean' text for the model to work with
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