Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks

2021 ◽  
Author(s):  
Jie Wu ◽  
Ian Harris ◽  
Hongzhi Zhao
Keyword(s):  
Spoken Language ◽  
Dialogue Systems ◽  
Language Understanding ◽  
Spoken Language Understanding ◽  
Task Oriented

scholarly journals Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios

2019 ◽  
Author(s):  
Kunho Kim ◽  
Rahul Jha ◽  
Kyle Williams ◽  
Alex Marin ◽  
Imed Zitouni
Keyword(s):  
Spoken Language ◽  
Language Understanding ◽  
Spoken Language Understanding ◽  
Task Oriented

scholarly journals An Evaluation of Chinese Human-Computer Dialogue Technology

2021 ◽  
pp. 1-14
Author(s):  
Zixian Feng ◽  
Caihai Zhu ◽  
Weinan Zhang ◽  
Zhigang Chen ◽  
Wanxiang Che ◽  
...  
Keyword(s):  
Large Scale ◽  
Spoken Language ◽  
Data Sets ◽  
Dialogue Systems ◽  
Language Understanding ◽  
Existing Problems ◽  
Spoken Language Understanding ◽  
Institute Of Technology ◽  
Important Branch ◽  
Evaluation Work

There is a growing interest in developing human-computer dialogue systems which is an important branch in the field of artificial intelligence (AI). However, the evaluation of large-scale Chinese human-computer dialogues is still a challenging task. To attract more attention to dialogue evaluation work, we held the fourth Evaluation of Chinese Human-Computer Dialogue Technology (ECDT). It consists of few-shot learning in spoken language understanding (SLU) (Task 1) and knowledge-driven multi-turn dialogue competition (Task 2), the data sets of which are provided by Harbin Institute of Technology and Tsinghua University. In this paper, we will introduce the evaluation tasks and data sets in detail. Meanwhile, we will also analyze the evaluation results and the existing problems in the evaluation.

scholarly journals Review of Research on Task-Oriented Spoken Language Understanding

2019 ◽  
Vol 1267 ◽  
pp. 012023
Author(s):  
Lixian Hou ◽  
Yanling Li ◽  
Chengcheng Li ◽  
Min Lin
Keyword(s):  
Spoken Language ◽  
Language Understanding ◽  
Spoken Language Understanding ◽  
Task Oriented

Integrating Syntax and Semantics into Spoken Language Understanding

1991 ◽  
Author(s):  
Lynette Hirschman ◽  
Stephanie Seneff ◽  
David Goodine ◽  
Michael Phillips
Keyword(s):  
Spoken Language ◽  
Language Understanding ◽  
Spoken Language Understanding

Spoken Language Understanding using Pretraining Technique

2020 ◽  
Author(s):  
Saad Ghojaria ◽  
Rahul Kotian ◽  
Yash Sawant ◽  
Suresh Mestry
Keyword(s):  
Spoken Language ◽  
Language Understanding ◽  
Spoken Language Understanding

End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding

2016 ◽  
Author(s):  
Yun-Nung Chen ◽  
Dilek Hakkani-Tür ◽  
Gokhan Tur ◽  
Jianfeng Gao ◽  
Li Deng
Keyword(s):  
Spoken Language ◽  
Language Understanding ◽  
Spoken Language Understanding ◽  
End To End
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