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We present TruthBot, an all-in-one multilingual conversational chatbotdesigned for seeking truth (trustworthy and verified information) on specifictopics. It helps users to obtain information specific to certain topics,fact-check information, and get recent news. The chatbot learns the intent of aquery by training a deep neural network from the data of the previous intentsand responds appropriately when it classifies the intent in one of the classesabove. Each class is implemented as a separate module that uses either its owncurated knowledge-base or searches the web to obtain the correct information.The topic of the chatbot is currently set to COVID-19. However, the bot can beeasily customized to any topic-specific responses. Our experimental resultsshow that each module performs significantly better than its closestcompetitor, which is verified both quantitatively and through severaluser-based surveys in multiple languages. TruthBot has been deployed in June2020 and is currently running.

TruthBot: An Automated Conversational Tool for Intent Learning, Curated Information Presenting, and Fake News Alerting