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This chapter explores the design and implementation of dialogue systems using LLMs like GPT-3, T5, and BART, and SLMs such as DistilGPT-2, DistilT5, and TinyBERT. We examine the rule-based and generative approaches, highlighting tradeoffs in control, flexibility, and computational efficiency.

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Dialogue Systems

  • 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 design and implementation of dialogue systems using LLMs like GPT-3, T5, and BART, and SLMs such as DistilGPT-2, DistilT5, and TinyBERT. We examine the rule-based and generative approaches, highlighting tradeoffs in control, flexibility, and computational efficiency.