scholarly journals GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems

2020 ◽  
Author(s):  
Shiquan Yang ◽  
Rui Zhang ◽  
Sarah Erfani
Keyword(s):  
Dialogue Systems ◽  
End To End ◽  
Task Oriented

scholarly journals End-to-end optimization of goal-driven and visually grounded dialogue systems

2017 ◽  
Author(s):  
Florian Strub ◽  
Harm de Vries ◽  
Jérémie Mary ◽  
Bilal Piot ◽  
Aaron Courville ◽  
...  
Keyword(s):  
Gradient Algorithm ◽  
Planning Problem ◽  
Dialogue Systems ◽  
Generation Task ◽  
Policy Gradient ◽  
Specific Object ◽  
Complex Picture ◽  
History Of ◽  
End To End ◽  
Task Oriented

End-to-end design of dialogue systems has recently become a popular research topic thanks to powerful tools such as encoder-decoder architectures for sequence-to-sequence learning. Yet, most current approaches cast human-machine dialogue management as a supervised learning problem, aiming at predicting the next utterance of a participant given the full history of the dialogue. This vision may fail to correctly render the planning problem inherent to dialogue as well as its contextual and grounded nature. In this paper, we introduce a Deep Reinforcement Learning method to optimize visually grounded task-oriented dialogues, based on the policy gradient algorithm. This approach is tested on the question generation task from the dataset GuessWhat?! containing 120k dialogues and provides encouraging results at solving both the problem of generating natural dialogues and the task of discovering a specific object in a complex picture.

scholarly journals Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems

2021 ◽  
Author(s):  
Yanjie Gou ◽  
Yinjie Lei ◽  
Lingqiao Liu ◽  
Yong Dai ◽  
Chunxu Shen
Keyword(s):  
Knowledge Bases ◽  
Dialogue Systems ◽  
End To End ◽  
Task Oriented

scholarly journals Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems

2018 ◽  
Author(s):  
Bing Liu ◽  
Gokhan Tür ◽  
Dilek Hakkani-Tür ◽  
Pararth Shah ◽  
Larry Heck
Keyword(s):  
Dialogue Systems ◽  
End To End ◽  
Task Oriented

Incorporating Specific Knowledge into End-to-End Task-oriented Dialogue Systems

2021 ◽  
Author(s):  
Qingyue Wang ◽  
Yanan Cao ◽  
Junyan Jiang ◽  
Yafang Wang ◽  
Lingling Tong ◽  
...  
Keyword(s):  
Dialogue Systems ◽  
Specific Knowledge ◽  
End To End ◽  
Task Oriented

End-to-End Task-Oriented Dialog System Through Template Slot Value Generation

2020 ◽  
Author(s):  
Teakgyu Hong ◽  
Oh-Woog Kwon ◽  
Young-Kil Kim
Keyword(s):  
Dialog System ◽  
End To End ◽  
Task Oriented

A MULTILINGUAL APPROACH TO TASK-ORIENTED MAN-MACHINE DIALOGUE BY VOICE

1988 ◽  
Vol 02 (03) ◽  
pp. 573-588
Author(s):  
PHILIPPE MORIN ◽  
JEAN-PAUL HATON ◽  
JEAN-MARIE PIERREL ◽  
GUENTHER RUSKE ◽  
WALTER WEIGEL
Keyword(s):  
Speech Recognition ◽  
Electronic Mail ◽  
Dialogue Systems ◽  
Human Speech ◽  
Artificial Languages ◽  
Man Machine Dialogue ◽  
Machine Communication ◽  
Task Oriented ◽  
Multilingual Approach ◽  
Multimedia Interfaces

In the framework of man-machine communication, oral dialogue has a particular place since human speech presents several advantages when used either alone or in multimedia interfaces. The last decade has witnessed a proliferation of research into speech recognition and understanding, but few systems have been defined with a view to managing and understanding an actual man-machine dialogue. The PARTNER system that we describe in this paper proposes a solution in the case of task oriented dialogue with the use of artificial languages. A description of the essential characteristics of dialogue systems is followed by a presentation of the architecture and the principles of the PARTNER system. Finally, we present the most recent results obtained in the oral management of electronic mail in French and German.

Learning Personalized End-to-End Task-Oriented Dialogue Generation

2019 ◽  
pp. 55-66
Author(s):  
Bowen Zhang ◽  
Xiaofei Xu ◽  
Xutao Li ◽  
Yunming Ye ◽  
Xiaojun Chen ◽  
...  
Keyword(s):  
End To End ◽  
Task Oriented
Sign in / Sign up

Export Citation Format

Share Document