What are some examples of tokenization in natural language processing?
An example of an AI chatbot conversation about tokenization in NLP.
What are some examples of tokenization in natural language processing?
Tokenization is the process of breaking text into smaller units, like words or phrases. Examples include splitting sentences into words or breaking down a paragraph into sentences.
Can you give me a specific example of word tokenization?
Sure! For the sentence 'I love AI!', word tokenization would result in the tokens: ['I', 'love', 'AI', '!'].
What about sentence tokenization?
In sentence tokenization, the text 'I love AI! Do you?' would be split into two tokens: ['I love AI!', 'Do you?'].
Are there any libraries that can help with tokenization?
Yes, popular libraries like NLTK, SpaCy, and Hugging Face's Transformers provide built-in functions for tokenization.
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