Scaffolding Networks: Incremental Learning and Teaching Through Questioning

28 Feb 2017 Asli Celikyilmaz Li Deng Lihong Li Chong Wang

We introduce a new paradigm of learning for reasoning, understanding, and prediction, as well as the scaffolding network to implement this paradigm. The scaffolding network embodies an incremental learning approach that is formulated as a teacher-student network architecture to teach machines how to understand text and do reasoning... (read more)

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