584 citations · 688 across the 17 of their papers we have counts for
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cs.NE2018
Context-Free Transductions with Neural Stacks
Yiding Hao, William Merrill, Dana Angluin +4
This paper analyzes the behavior of stack-augmented recurrent neural network (RNN) models. Due to the architectural similarity between stack RNNs and pushdown transducers, we train…
cs.CL2018
End-to-end Graph-based TAG Parsing with Neural Networks
Jungo Kasai, Robert Frank, Pauli Xu +2
We present a graph-based Tree Adjoining Grammar (TAG) parser that uses BiLSTMs, highway connections, and character-level CNNs. Our best end-to-end parser, which jointly performs su…