
[11] Jacob Andreas - Learning from Language
The Thesis Review
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The Importance of Recursion in Language Modeling
Recursion really difficult for neural networks. In functional programming recursion is I guess used a lot. And there's evidence it's that tree structured RNN models of the like recursive neural net RNN grammar style are more robust to language processing tasks that involve a lot of recursion.
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