343 citations · 1.7k across the 69 of their papers we have counts for
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cs.CL2015★ 109 cited
Segmental Recurrent Neural Networks
Lingpeng Kong, Chris Dyer, Noah A. Smith
We introduce segmental recurrent neural networks (SRNNs) which define, given an input sequence, a joint probability distribution over segmentations of the input and labelings of th…
cs.CL2015
Bayesian Optimization of Text Representations
Dani Yogatama, Noah A. Smith
When applying machine learning to problems in NLP, there are many choices to make about how to represent input texts. These choices can have a big effect on performance, but they a…