Information · 2022 · 391 citations · 62 references
Artificial IntelligenceChatbotEngineeringSpoken Dialog SystemIntelligent SystemsCommunicationLanguage ProcessingText MiningNatural Language ProcessingData ScienceArtificial Intelligence DomainsComputational LinguisticsConversational AgentsConversation AnalysisRecent AdvancesConversational User InterfaceHuman Agent InteractionNatural Language InterfaceConversational Recommender SystemComputer ScienceAutomationArtsRobotics
Chatbots are intelligent conversational computer systems designed to mimic human conversation to enable automated online guidance and support. The increased benefits of chatbots led to their wide adoption by many industries in order to provide virtual assistance to customers. Chatbots utilise methods and algorithms from two Artificial Intelligence domains: Natural Language Processing and Machine Learning. However, there are many challenges and limitations in their application. In this survey we review recent advances on chatbots, where Artificial Intelligence and Natural Language processing are used. We highlight the main challenges and limitations of current work and make recommendations for future research investigation.
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DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 73.5K citations · Full text
Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, Quoc V. Le · arXiv (Cornell University) · 2014 · 13.3K citations · Full text
I.—COMPUTING MACHINERY AND INTELLIGENCE
Alan Turing · Mind · 1950 · 9.3K citations