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Language model: Difference between revisions
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==Overview of Language Models== | ==Overview of Language Models== | ||
Language models can be divided into two broad categories based on their underlying techniques: '''statistical language models''' and '''neural language models'''. | Language models can be divided into two broad categories based on their underlying techniques: '''statistical language models''' and '''neural language models'''. | ||
===Statistical Language Models=== | ===Statistical Language Models=== | ||
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==Applications of Language Models== | ==Applications of Language Models== | ||
Language models have a broad range of applications in NLP, including: | Language models have a broad range of applications in NLP, including: | ||
* '''Machine translation''': Converting text from one language to another. | * '''Machine translation''': Converting text from one language to another. | ||
* '''Text summarization''': Creating concise summaries of longer documents or articles. | * '''Text summarization''': Creating concise summaries of longer documents or articles. | ||