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This chapter explores the development of text correction systems using LLMs such as GPT-2, T5, and BART, and SLMs like DistilGPT-2, DistilT5, and TinyBERT. We focus on grammar and spelling correction, which are essential for clear communication in professional, academic, and casual writing contexts.

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Text Correction and Language Modeling

  • 章节

  • 发表日期：

    2025年

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  • Venkata Gunnu,
  • Shubham Shah,
  • Anvesh Minukuri,
  • Jayanth Gopu

摘要

This chapter explores the development of text correction systems using LLMs such as GPT-2, T5, and BART, and SLMs like DistilGPT-2, DistilT5, and TinyBERT. We focus on grammar and spelling correction, which are essential for clear communication in professional, academic, and casual writing contexts.