933 citations · 6k across the 51 of their papers we have counts for
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cs.LG2015★ 933 cited
Sequence Level Training with Recurrent Neural Networks
Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli +1
Many natural language processing applications use language models to generate text. These models are typically trained to predict the next word in a sequence, given the previous wo…
cs.LG2015★ 4 cited
Convolutional networks and learning invariant to homogeneous multiplicative scalings
Mark Tygert, Arthur Szlam, Soumith Chintala +3
The conventional classification schemes -- notably multinomial logistic regression -- used in conjunction with convolutional networks (convnets) are classical in statistics, design…