Loading...
Loading...

Go to the content (press return)

Experimental research on encoder-decoder architectures with attention for chatbots

Author
Ruiz, M.; Nuez, Á.; Segura, C.
Type of activity
Journal article
Journal
Computación y sistemas
Date of publication
2018-03-18
Volume
22
Number
4
Repository
http://hdl.handle.net/2117/116407 Open in new window
URL
http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/3060 Open in new window
Abstract
Chatbots aim at automatically offering a conversation be- tween a human and a computer. While there is a long track of re- search in rule-based and retrieval-based approaches, the generation-based approaches are promisingly emerging solving issues like responding to queries in inference that were not previously seen in development or training time. In this paper, we offer an experimental view of how recent advances in close areas as machine translation can be adopted for chat- bots. In particula...
Citation
Ruiz, M., Nuez, Á., Segura, C. Experimental research on encoder-decoder architectures with attention for chatbots. "Computación y sistemas", 18 Març 2018.
Keywords
Attention Mechanisms, Chatbot, Encoder-Decoder
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications
VEU - Speech Processing Group

Participants