Artificial Intelligence For Engineering Quizzes Part 6
Q:1. Choose an incorrect statement in context to Natural Language Generation (NLG)
1.Transforms structured data into natural language
2.Markov chains can be used for generating natural language
3.It converts a text into structured data
4.None of the above
Solution- 1.Transforms structured data into natural language
Reason 1- Natural Language Generation (NLG), a subcategory of Natural Language Processing (NLP), is a software process that automatically transforms structured data into human-readable text.
Q:2. In natural-language understanding, the system needs to disambiguate the input sentence to produce the machine representation language, in NLG the system needs to make decisions about how to put a concept into words
1.True
2.False
Solution- 1. True
Reason 1- In natural language understanding the system needs to disambiguate the input sentence to produce the machine representation language, whereas in Natural Language Generation the system needs to make decisions about how to put a concept into words.
Q:3. Applications of Natural Language Generation
1.a, b, c, d
2.a,c,d
3.b,c
4.a,b,c
Solution- 1.a, b, c, d
Reason 1- All the above application given in the option are true and these are the applications of NLG.
Q:4. Choose correct options
1.b,c,d
2.a,c
3.a,b,c
4.a,b,d
Solution- 3.a,b,c
Reason 1-
The way these three of them work hand in hand are given as- NLU takes up the understanding of the data based on grammar, the context in which it was said and decide on intent and entities. NLP will convert the text into structured data. NLG generates text generated based on structured data.
Q:5. Chatbots
2.a,c
3.a, b, c
4.a,b,d
Solution- 4.a,b,d
Reason 1- Chatbots can be used for E-commerce and to solve people’s travel related problems but it require a large amount of conversational data to train.
Q:6. Machine translation
1.a,b,d
2.b,c,d
3.c,d,a
4.a,b,c
Solution- 4.a,b,c
Reason 1-Machine translation is the process of using computer programs to translate a text/speech from one natural language to another relevant to context. It has the ability to translate in many languages and also required for web content and web page translation
Q:7. A brief history of Machine Translation includes:
1.a,b,c
2.c,d,a
3.a,b,c,d
4.b,c,d
Solution- 3.a,b,c,d
Reason 1-RBMT (Rule based Machine Translation) was in 1950, EBMT (Example based Machine Translation) was in 1980, SMT was in 1990, and NMT was in 2015.
Q:8. Which of the following includes major tasks of NLP?
1.Automatic Summarization
2.Natural language understanding
3.Natural language generation
4.All the above
Solution- 1. Automatic Summarization
Reason 1- By utilizing NLP, developers can organize and structure knowledge to perform tasks such as automatic summarization, translation, named entity recognition, relationship extraction, sentiment analysis, speech recognition, and topic segmentation.
Q:9. Google translator is the application of
1.Machine Translation
2.Text summarization
3.Information extraction
4.None of the above
Solution- 1.Machine Translation
Reason 1- Google translator is an application of Statistical and neural machine translation
Reason 2- Google has made Google translator application by using Statistical and neural machine translation.
Q:10. Applications of NLP are
2.a,b,c
3.b,c,d
4.a,c,d
Solution- 2.a,b,c
Reason 1- All the three chatbot, virtual assistant and voice assistant are the application of NLP.
Disclaimer-
This article only attempts to discover some questions that can be generated in Artificial Intelligence For Engineering with the answer to all these questions. There can be some errors to these answers. If you find any error then please do write to us.
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