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A Survey of Neural Networks and Formal Languages
June 02, 2020 · The Cartographer · 🏛 arXiv.org
"No code URL or promise found in abstract"
"Title-pattern auto-detect: A Survey of Neural Networks and Formal Languages"
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Authors
Joshua Ackerman, George Cybenko
arXiv ID
2006.01338
Category
cs.CL: Computation & Language
Citations
21
Venue
arXiv.org
Last Checked
2 days ago
Abstract
This report is a survey of the relationships between various state-of-the-art neural network architectures and formal languages as, for example, structured by the Chomsky Language Hierarchy. Of particular interest are the abilities of a neural architecture to represent, recognize and generate words from a specific language by learning from samples of the language.
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