Meta-Learning

New Method for Self-Correcting Neural Networks

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New Method for Self-Correcting Neural Networks

Originally published by Data Practitioners The process of neural networks includes the updating of its weight matrix (Weight Matrix: WM). Once the network training is complete, the weight matrix will be permanently fixed, and its effectiveness is evaluated based on the network’s generalization results on the test data. However, many environments continue to evolve after … Read more

Not Just BERT! Top 10 Exciting Ideas in NLP for 2018

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Not Just BERT! Top 10 Exciting Ideas in NLP for 2018

Author: Sebastian Ruder, Translated by QbitAI 2018 was a significant year for the field of NLP. The most notable was BERT, which swept various NLP tests and was hailed as the beginning of a new era in NLP. But in 2018, there was more than just BERT. Recently, Irish NLP researcher Sebastian Ruder wrote an … Read more