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cs.CL2022
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification
Jędrzej Kozal, Michał Leś, Paweł Zyblewski +2
The abundance of information in digital media, which in today's world is the main source of knowledge about current events for the masses, makes it possible to spread disinformatio…
cs.LG2022
Increasing Depth of Neural Networks for Life-long Learning
Jędrzej Kozal, Michał Woźniak
Purpose: We propose a novel method for continual learning based on the increasing depth of neural networks. This work explores whether extending neural network depth may be benefic…