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Consequently, early language models of this type were often based on short n-grams. However, this meant that they often struggled to represent the connection between words that occurred far apart.
This course introduces principles and techniques behind natural language processing (NLP), and covers a large selection of important automatic text processing tasks. Selected topics include n-gram ...
The earliest method for creating language models was described in 1951 by Claude Shannon, a researcher working for IBM. His approach was based on sequences of words known as n-grams – say, “old black” ...
This course introduces principles and techniques behind natural language processing (NLP), and covers a large selection of important automatic text processing tasks. Selected topics include n-gram ...
Consequently, early language models of this type were often based on short n-grams. However, this meant that they often struggled to represent the connection between words that occurred far apart.