95 citations · 309 across the 11 of their papers we have counts for
5 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…
Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion
Kaisheng Yao, Geoffrey Zweig
Sequence-to-sequence translation methods based on generation with a side-conditioned language model have recently shown promising results in several tasks. In machine translation,…
Recurrent Neural Networks with External Memory for Language Understanding
Baolin Peng, Kaisheng Yao
Recurrent Neural Networks (RNNs) have become increasingly popular for the task of language understanding. In this task, a semantic tagger is deployed to associate a semantic label…