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Building a conversational AI experience that can respond to a wide variety of inputs and situations depends on gathering high-quality, relevant training data. Dialog with humans is an important part of this training process. In this session, learn how researchers at Facebook use Amazon Mechanical Turk\xa0within the\xa0ParlAI (pronounced \u201cparlay\u201d) framework for training and evaluating AI models to\xa0perform data collection,\xa0human\xa0training, and\xa0human\xa0evaluation. Learn how you can use this interface to gather high-quality training data to build next-generation chatbots and conversational agents.