GLoMo: Unsupervised Learning of Transferable Relational Graphs

Zhilin Yang, Jake Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Russ R. Salakhutdinov, Yann LeCun

Neural Information Processing Systems 

While possessing high representational capacity, these architectures primarily operate on grid-like or sequential structures due to their built-in "innate priors".

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