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GTC On-Demand

AI and DL Research
Presentation
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New Applications of Deep Learning in Dialogue Generation and Question Answering
The current generation AI systems are mostly moving towards dialogue generation and question answering. Human like conversation and dialogue based interaction has been proposed as the interface for tomorrow, which would obliterate key-boards and track-pads from computers as we know them. We present two important current developments in these fields. First we talk about a neural dialogue generation system which can be deployed to engage humans in a multi-turn conversation. Next we talk about a segmented question answering module which can find answers from the web. The combination of these two techniques has the potential to unlock numerous new verticals, such as travel, retail etc. We will talk about the technical details as well as the higher level design choices.
The current generation AI systems are mostly moving towards dialogue generation and question answering. Human like conversation and dialogue based interaction has been proposed as the interface for tomorrow, which would obliterate key-boards and track-pads from computers as we know them. We present two important current developments in these fields. First we talk about a neural dialogue generation system which can be deployed to engage humans in a multi-turn conversation. Next we talk about a segmented question answering module which can find answers from the web. The combination of these two techniques has the potential to unlock numerous new verticals, such as travel, retail etc. We will talk about the technical details as well as the higher level design choices.  Back
 
Keywords:
AI and DL Research, Speech and Language Processing, Advanced AI Learning Techniques (incl. GANs and NTMs), GTC Silicon Valley 2018 - ID S8151
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