Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking

نویسندگان

  • Longyue Wang
  • Jinhua Du
  • Liangyou Li
  • Zhaopeng Tu
  • Andy Way
  • Qun Liu
چکیده

We showcase TODAY, a semanticsenhanced task-oriented dialogue translation system, whose novelties are: (i) taskoriented named entity (NE) definition and a hybrid strategy for NE recognition and translation; and (ii) a novel grounded semantic method for dialogue understanding and task-order management. TODAY is a case-study demo which can efficiently and accurately assist customers and agents in different languages to reach an agreement in a dialogue for the hotel booking.

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تاریخ انتشار 2017