This chapter moves to multi-turn NLU, where dialogue systems have extended interactions with users. It explores techniques for managing dialogues, using context, and integrating external knowledge bases. Prominent datasets and methods for handling multi-turn conversations are also discussed.

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Multi-turn Natural Language Understanding

  • Soyeon Caren Han,
  • Henry Weld,
  • Yan Li,
  • Jean Lee,
  • Josiah Poon

摘要

This chapter moves to multi-turn NLU, where dialogue systems have extended interactions with users. It explores techniques for managing dialogues, using context, and integrating external knowledge bases. Prominent datasets and methods for handling multi-turn conversations are also discussed.