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GTC ON-DEMAND

Speech & Language Processing
Presentation
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Neural Monkey: A Natural Language Processing Toolkit
Abstract:
We'll describe Neural Monkey, an open-source toolkit for sequence-to-sequence learning, which is designed for students and researchers with an emphasis on modularity and code readability. Our goal is for the toolkit to be a growing collection of deep learning models and techniques. We'll explain how Neural Monkey's simple configuration files make it relatively easy to create and experiment with new model architectures. The toolkit, implemented in Python 3.5 using the TensorFlow library, provides a straightforward way to run computations on GPUs. We'll also discuss how the toolkit's modular design makes it easily extensible, with easy access to the created component from the configuration file.
 
Topics:
Speech & Language Processing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9838
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