Recurrent Neural Networks with Mixed Hierarchical Structures and EM Algorithm for Natural Language Processing

no code implementations • LREC 2022 • Zhaoxin Luo, Michael Zhu

In this paper, we propose a novel approach called the latent indicator layer to identify and learn implicit hierarchical information (e. g., phrases), and further develop an EM algorithm to handle the latent indicator layer in training.

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Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing

no code implementations • 4 Jun 2021 • Zhaoxin Luo, Michael Zhu

Hierarchical structures exist in both linguistics and Natural Language Processing (NLP) tasks.

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