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Multi-label text classification using BERT and TensorFlow
Jan. 20, 2022, 5:42 p.m. | Nicolo Cosimo Albanese
Towards Data Science - Medium towardsdatascience.com
A step-by-step tutorial from data loading to prediction
Photo by Alfons Morales on UnsplashTable of contents
- Introduction
- Data preparation
2.1 Load the dataset
2.2 [Optional] Observe random samples
2.3 Split in train and test set - Data modeling
3.1 Load BERT with TensorfFlow Hub
3.2 [Optional] Observe semantic textual similarities
3.3 Create and train the classification model
3.4 Predict
3.5 Blind set evaluation - [Optional] Save and load the model for future use
- References
1. Introduction
In this post, we will …
bert classification machine learning tensorflow text text classification
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