How to solve data scarcity for AI

[fa icon="calendar'] Nov 6, 2019 6:30:00 PM / by Bitext posted in Machine Learning, NLP, Big Data, Bitext, Deep Linguistic Analysis, Natural Language, Text Analytics, Artificial Intelligence, Deep Learning, Chatbots, NLU, POS tagging, AI, NLP for Core, NLP for Chatbots, "Multilingual synthetic data"

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Data scarcity is one of the major bottlenecks for Artificial Intelligence (AI) to reach production levels. The reason is simple: data, or the lack of it, is the number one reason why AI/Natural Language Understanding (NLU) projects fail. So the AI community is working extremely hard to come up with a solution.

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Training AI Faster with a Human in the Loop

[fa icon="calendar'] Oct 16, 2019 5:30:00 PM / by Bitext posted in Machine Learning, Bitext, Natural Language, Artificial Intelligence, Chatbots, NLG, NLU, AI, NLP for Chatbots, "Multilingual synthetic data"

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One of the most significant aspects of a virtual agent is how fast it can learn. With a human in the conversational loop, training AI goes much faster: your bot learns and changes, keeping knowledge up to date. Plus, users never get the “Sorry, I did not understand your request” response, your brand will be able to solve the problem right away.

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