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ChatBot Based on Language Modelling

By Matěj Radvanský

Abstract

This paper addresses the use of language modeling using neural networks in the chatbot. Problem is solved by using natural language processing and first step of generating response based on user input is input analysiss. As next beginings of sentences are created which are completed by output of neural network. All created sentences form final chatbot response. There was a comparisson with chatbot Cleverbot and measure of intelligence for both chatbots was determined. Based on testing results, some techniques for future progress were concluded

Topics: jazykové modely; neural networks; language models; jazykové modelování; Chatbot; language modelling; neuronové sítě; zpracování přirozeného jazyka; POS; natural language modelling
Publisher: Vysoké učení technické v Brně. Fakulta informačních technologií
Year: 2014
OAI identifier: oai:invenio.nusl.cz:239660
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