Should Neural Network Architecture Reflect Linguistic Structure?

Chris Dyer

2017 CoNLL CoNLL 2017

Should Neural Network Architecture Reflect Linguistic Structure?

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner

🌉 Interdisciplinary Bridge - Artificial Intelligence and Interdisciplinary and Natural Language Processing

🐣 Hot Topic Early Bird - syntactic structure

Authors

Chris Dyer

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Core Methods > Embedding Learning Machine Learning > Learning Types > Unsupervised Learning Natural Language Processing > Understanding > Syntax Natural Language Processing > Generation > Language Modeling Interdisciplinary > Cognitive Science > Cognitive Modeling

Keywords

neural network architecture unsupervised learning reinforcement learning compositional representation hierarchical architecture syntactic structure recurrent neural network grammar phrase-structure tree

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