1.5k citations · 1.9k across the 19 of their papers we have counts for
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Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation
Iulian Vlad Serban, Tim Klinger, Gerald Tesauro +4
We introduce the multiresolution recurrent neural network, which extends the sequence-to-sequence framework to model natural language generation as two parallel discrete stochastic…
Finding Needle in a Million Metrics: Anomaly Detection in a Large-scale Computational Advertising Platform
Bowen Zhou, Shahriar Shariat
Online media offers opportunities to marketers to deliver brand messages to a large audience. Advertising technology platforms enables the advertisers to find the proper group of a…
Attentive Pooling Networks
Cicero dos Santos, Ming Tan, Bing Xiang +1
In this work, we propose Attentive Pooling (AP), a two-way attention mechanism for discriminative model training. In the context of pair-wise ranking or classification with neural…