618 citations · 2.3k across the 40 of their papers we have counts for
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3 papers · 1 filter
cs.CL2013★ 28 cited
Learning Semantic Representations for the Phrase Translation Model
Jianfeng Gao, Xiaodong He, Wen-tau Yih +1
This paper presents a novel semantic-based phrase translation model. A pair of source and target phrases are projected into continuous-valued vector representations in a low-dimens…
cs.LG2013★ 13 cited
Learning Input and Recurrent Weight Matrices in Echo State Networks
Hamid Palangi, Li Deng, Rabab K Ward
Echo State Networks (ESNs) are a special type of the temporally deep network model, the Recurrent Neural Network (RNN), where the recurrent matrix is carefully designed and both th…
cs.LG2013★ 9 cited
A Primal-Dual Method for Training Recurrent Neural Networks Constrained by the Echo-State Property
Jianshu Chen, Li Deng
We present an architecture of a recurrent neural network (RNN) with a fully-connected deep neural network (DNN) as its feature extractor. The RNN is equipped with both causal tempo…