95 citations · 309 across the 11 of their papers we have counts for
3 papers · 1 filter
Attention with Intention for a Neural Network Conversation Model
Kaisheng Yao, Geoffrey Zweig, Baolin Peng
In a conversation or a dialogue process, attention and intention play intrinsic roles. This paper proposes a neural network based approach that models the attention and intention p…
Highway Long Short-Term Memory RNNs for Distant Speech Recognition
Yu Zhang, Guoguo Chen, Dong Yu +3
In this paper, we extend the deep long short-term memory (DLSTM) recurrent neural networks by introducing gated direct connections between memory cells in adjacent layers. These di…
Depth-Gated LSTM
Kaisheng Yao, Trevor Cohn, Katerina Vylomova +2
In this short note, we present an extension of long short-term memory (LSTM) neural networks to using a depth gate to connect memory cells of adjacent layers. Doing so introduces a…