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Multilayer perceptron based ensemble 

Multilayer perceptron based ensemble 

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Figure 1: Two-layered attention network 
Figure 2: Multilayer perceptron based ensemble 
Knowledge-enriched Two-layered Attention Network for Sentiment Analysis
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  • May 2018
We propose a novel two-layered attention network based on Bidirectional Long Short-Term Memory for sentiment analysis. The novel two-layered attention network takes advantage of the external knowledge bases to improve the sentiment prediction. It uses the Knowledge Graph Embedding generated using the WordNet. We build our model by combining the two...
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... output of the two-layered attention network is then ensembled with the output of the feature based SVR using the Multilayer perceptron based approach described in . The overall ensembled system is shown in Figure 2. Each of the components is explained in the fol- lowing subsections and an overview of the two- layered attention network is depicted in Figure 1. ...