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About Trigram Language Models
The document discusses language modeling and introduces trigram language models. It defines a language model as assigning probabilities to sequences of words based on a training corpus. A trigram model specifically assumes the probability of a word depends on the previous two words. It describes estimating probabilities for trigram models using maximum likelihood from word counts in a training corpus. While trigram models provide a compact representation, they have limitations in assigning non-zero probability to sentences not seen in the training data.
Detailed Information
| Author: | ['mebin'] |
|---|---|
| Publication Year: | 2014 |
| Pages: | 19 |
| Language: | English |
| Format: | |
| Price: | FREE |
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