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Trace the Evolution: Outline the development of language models, starting from early probabilistic approaches such as n-grams and Hidden Markov Models (HMMs), and progressing to advanced neural network-based language modeling techniques used today.

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Evolution of Neural Networks to Large Language Models

  • 章节

  • 发表日期：

    2026年

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  • Deepshikha Bhati,
  • Fnu Neha,
  • Angela Guercio,
  • Md Amiruzzaman,
  • Aloysius Bathi Kasturiarachi

摘要

Trace the Evolution: Outline the development of language models, starting from early probabilistic approaches such as n-grams and Hidden Markov Models (HMMs), and progressing to advanced neural network-based language modeling techniques used today.