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Experimental research on encoder-decoder architectures with attention for chatbots

Autor
Ruiz, M.; Nuez, Á.; Segura, C.
Tipus d'activitat
Article en revista
Revista
Computación y sistemas
Data de publicació
2018-03-18
Repositori
http://hdl.handle.net/2117/116407 Obrir en finestra nova
Resum
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...
Citació
Ruiz, M., Nuez, Á., Segura, C. Experimental research on encoder-decoder architectures with attention for chatbots. "Computación y sistemas", 18 Març 2018.
Paraules clau
Attention Mechanisms, Chatbot, Encoder-Decoder
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla
VEU - Grup de Tractament de la Parla

Participants