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tangyuq authored Aug 28, 2019
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<p>
Currently I am focusing on Deep Learning and neural representation of (cross-lingual) language understanding and generation
--- an area in which we might have good chance of breakthrough from perception AI into cognitive AI.
--- an area in which we might have a good chance to break through the latest deep learning advancement of perception AI into cognitive AI.

However, my long term goal is towards the integration of human knowledge (e.g. free text wiki pages and structural knowledge bases) and data-driven machine learning (.e.g. probabilistic graphical models and deep learning). Along this line, my past work spans across probabilsitic graphical models, probabilistic symbolic reasoning (e.g. probabilistic argumentation-based reasoning),
probabilistic multi-agent planning, and multi-agent dialogue planning, human-robot interaction, trust modeling in social networks, agent-based simulation and so on. In general, I am interested in AI techniques that can support the establishment of social intelligence for a system of agents (e.g. machine agents, human, or hybrid human-machine agents).
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