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Application Scenarios of Smoothing in NLP

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Application Scenarios of Smoothing in NLP

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Questions and Answers

What is the purpose of the Penn Treebank tagset?

To provide a more detailed classification for POS tagging in English.

Give an example of a Proper Noun in the Penn Treebank tagset.

New York

What is the Universal Dependencies (UD) tagset aiming for?

A universal standard in POS tagging.

How does the UD tagset differ from the Penn Treebank tagset in terms of complexity?

The UD tagset is more streamlined compared to the Penn Treebank tagset. Signup and view all the answers

What is the abbreviation for a Singular or mass noun in the Penn Treebank tagset?

NN Signup and view all the answers

What does the abbreviation VBZ stand for in the Penn Treebank tagset?

3rd person singular present Signup and view all the answers

What part of speech does the tag VBG represent in the Penn Treebank tagset?

Present participle or gerund Signup and view all the answers

Explain the purpose of Determiner in the examples given.

Determiners like 'the', 'a', 'this' help specify or identify nouns. Signup and view all the answers

What is the role of the Interjection in language according to the examples provided?

Interjections like 'wow', 'alas', 'oh' express strong emotions or sentiments. Signup and view all the answers

How can the Penn Treebank tagset be beneficial for natural language processing tasks?

By offering detailed and specific tags, it helps in accurate syntactic analysis. Signup and view all the answers