Language Chatbot–The Design and Implementation of English Language Transfer Learning Agent Apps
Nuobei Shi, Qin Zeng, Raymond Lee
20202020 IEEE 3rd International Conference on Automation, Electronics and Electrical Engineering (AUTEEE)28 citationsDOI
Abstract
Language Chatbot has widely used in customer service and personal assistant for task orientated, interactive chats in special domains, knowledge base for question-answer systems, in general, chatbot including automatic speech recognition (ASR), natural language understanding (NLU), dialogue management (DM), natural language generation (NLG), speech synthesis (SS). In our research, we proposed a transfer learning-based English Language learning chatbot with THREE levels learning system in real-world application, which integrate recognition service from Google and GPT-2 from Open AI with dialogue tasks in NLU and NLG at miniprogram of WeChat.
Topics & Concepts
ChatbotComputer scienceNatural language processingTask (project management)Natural languageNatural language understandingService (business)Question answeringNatural language generationArtificial intelligenceHuman–computer interactionEngineeringEconomySystems engineeringEconomicsTopic ModelingAI in Service InteractionsSpeech and dialogue systems