Scholarlink

This chapter explores modern machine translation techniques using LLMs such as MarianMT, mBART, T5, and mT5, and SLMs like DistilBART, TinyBERT, and MiniLM. It discusses the complexities of translating across languages—covering syntax, semantics, idioms, and domain-specific jargon—while comparing the strengths of LLMs and SLMs in terms of quality, latency, and computational cost.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Language Translation

  • 章节

  • 发表日期：

    2025年

查看全文
  • Venkata Gunnu,
  • Shubham Shah,
  • Anvesh Minukuri,
  • Jayanth Gopu

摘要

This chapter explores modern machine translation techniques using LLMs such as MarianMT, mBART, T5, and mT5, and SLMs like DistilBART, TinyBERT, and MiniLM. It discusses the complexities of translating across languages—covering syntax, semantics, idioms, and domain-specific jargon—while comparing the strengths of LLMs and SLMs in terms of quality, latency, and computational cost.