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cs.CL2018★ 12 cited
An Exploration of Dropout with RNNs for Natural Language Inference
Amit Gajbhiye, Sardar Jaf, Noura Al Moubayed +2
Dropout is a crucial regularization technique for the Recurrent Neural Network (RNN) models of Natural Language Inference (NLI). However, dropout has not been evaluated for the eff…
cs.CL2016
SMS Spam Filtering using Probabilistic Topic Modelling and Stacked Denoising Autoencoder
Noura Al Moubayed, Toby Breckon, Peter Matthews +1
In This paper we present a novel approach to spam filtering and demonstrate its applicability with respect to SMS messages. Our approach requires minimum features engineering and a…