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Update 'pages/interns/sevval_bulburu/README.md'

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dano 2023-10-12 09:49:21 +00:00
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@ -18,7 +18,10 @@ Final Meeting 12.10.2023
State: State:
- Proposed extra layer above BERT model to make a classifier. - Proposed and tried extra layers above BERT model to make a classifier in seriees of experiments. There is a single sigmoid neuron on the output.
- Manually adjusted the slovak HS dataset. Slovak dataset is not balanced. Tried some methods for "balancing" the dataset. By google translate - augmentation. Other samples are "generated" by translation into random langauge and translating back. This creates "paraphrases" of the original samples. It helps.
- Tried SMOTE upsampling, it did not work.
- Is date and user name an important feature?
Tasks: Tasks: