On Extending Neural Networks with Loss Ensembles for Text Classification

Ensemble techniques are powerful approaches that combine several weak learners to build a stronger one. As a meta learning framework, ensemble techniques can easily be applied to many machine learning techniques. In this paper we propose a neural network extended with an ensemble loss function for t...

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Hauptverfasser:	Hajiabadi, Hamideh, Molla-Aliod, Diego, Monsefi, Reza
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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