What are the two kinds of traditional language model construction?

Alibaba cloud Q & A 2022-05-15 04:58:16 阅读数:600


What are the two kinds of traditional language model construction ?

Take the answer 1:

One is the linguistic method , Is to use linguistic grammar ( Context sensitive method ) To describe the formal form and meaning of language , This method can better explain how the grammar of language is produced , But because language is developing dynamically , New language 、 New syntax 、 New meanings are constantly changing and emerging , The way of pure rules has great limitations ; The other is a data-driven approach , That is, through statistical learning or in-depth learning , Through a large number of corpus and some related application tasks , Learn the representation and structure of language , This method can take advantage of the changing language information , Using massive corpus information for self-learning , It can better adapt to a wide range of scenarios and Applications .

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