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This set of questions covers different aspects of Natural Language Processing, including parts of speech, named entity recognition, sentiment analysis, machine translation, text summarization, and more.
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1. What is the named entity type of 'Google' in the sentence: 'Google is a search engine.'
2. Generate a summary of the following text: 'Natural language processing (NLP) is a subfield of linguistics, computer science, and artificial intelligence concerned with the interactions between computers and human (natural) languages. NLP has a wide range of applications, including machine translation, text summarization, and speech recognition.'
3. Generate a paraphrase of the following sentence: 'The children were playing in the park.'
4. Generate a question that could be answered using the following text: 'The population of the world is about 8 billion.'
5. Identify the parts of speech in the sentence: 'The big brown dog barked loudly.'
6. Generate a question that could be answered using the following text: 'The capital of France is Paris.'
7. What is the named entity type of 'United States' in the sentence: 'The United States is a large country.'
8. What is the most frequent word in the following text: 'The quick brown fox jumps over the lazy dog. The dog is very lazy.'
9. What is the sentiment of the following sentence: 'This movie is so bad that I want to cry.'
10. What is the sentiment of the following sentence: 'I am so happy to see you!'
11. Translate the following sentence into German: 'The cat is on the table.'
12. Translate the following sentence into Spanish: 'The cat is sitting on the mat.'
13. What is the part of speech of the word 'quickly' in the sentence 'The car quickly sped away'?
14. What is the main topic of the following text: 'Natural language processing (NLP) is a subfield of linguistics, computer science, and artificial intelligence concerned with the interactions between computers and human (natural) languages.'
15. Identify the pronoun in the sentence: 'She gave me a book.'
16. What is the part of speech of the word 'and' in the sentence: 'I like apples and oranges.'
17. Translate the following sentence into French: 'I love to read books.'
18. Identify the named entity in the sentence 'Barack Obama, the 44th president of the United States, gave a speech in Chicago.'
19. Identify the coreference in the sentence: 'John gave Mary a book. He told her to read it.'