Original title:
Chatbot postavený na umělých neuronových sítích
Translated title:
Chatbot Based on Artificial Neural Networks
Authors:
Richtarik, Lukáš ; Beneš, Karel (referee) ; Szőke, Igor (advisor) Document type: Bachelor's theses
Year:
2018
Language:
cze Publisher:
Vysoké učení technické v Brně. Fakulta informačních technologií Abstract:
[cze][eng]
Táto práca sa zaoberá problematikou chatbotov postavených na umelých neurónových sieťach a generatívnych modeloch. Popisuje postup a možnosti pri návrhu takéhoto chatbota a taktiež samotnú implementáciu a testovanie pomocou BLEU metriky. Práca obsahuje experimenty s rôznymi modelmi chatbotov, ich vyhodnotenie a porovnanie, testovanie na užívateľoch a niekoľko návrhov na budúce vylepšenia.
This work deals with the issue of chatbots, which are based on artificial neural networks and generative models. It also describes options and process of designing the chatbot as well as an implementation and testing using BLEU metrics. The work contains multiple experiments with different models of chatbots, their performance evaluation and comparison, user experience and several suggestions for future enhancements.
Keywords:
BLEU; chatbot; generative model; neural network; sequence to sequence; BLEU; chatbot; generatívny model; neurónová sieť; sequence to sequence
Institution: Brno University of Technology
(web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library. Original record: http://hdl.handle.net/11012/85037