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2017 CONLL CoNLL 2017

Should Neural Network Architecture Reflect Linguistic Structure?

❓ The Questioner
🌉 Interdisciplinary Bridge - Interdisciplinary and Natural Language Processing
📈 Trend Setter - Syntax
🧭 Keyword Pioneer - phrase-structure tree
🐣 Hot Topic Early Bird - reinforcement learning
🐝 Cross-Pollinator - Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Speech & Audio

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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