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04/30/2022
Visualizing and Explaining Language Models
During the last decade, Natural Language Processing has become, after Co...
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05/25/2021
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models
The introduction of Transformer neural networks has changed the landscap...
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04/29/2021
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy
Current neural networks architectures are many times harder to train bec...
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04/22/2021
Semiotic Aggregation in Deep Learning
Convolutional neural networks utilize a hierarchy of neural network laye...
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04/03/2020
Weighted Random Search for Hyperparameter Optimization
We introduce an improved version of Random Search (RS), used here for hy...
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03/30/2020