293 citations · 846 across the 22 of their papers we have counts for
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cs.LG2018
Efficient Sequence Labeling with Actor-Critic Training
Saeed Najafi, Colin Cherry, Grzegorz Kondrak
Neural approaches to sequence labeling often use a Conditional Random Field (CRF) to model their output dependencies, while Recurrent Neural Networks (RNN) are used for the same pu…
cs.CL2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression
Colin Cherry, George Foster, Ankur Bapna +2
Translating characters instead of words or word-fragments has the potential to simplify the processing pipeline for neural machine translation (NMT), and improve results by elimina…