Conditional Random Field is ML or statistics based probabilistic method for prediction.
How Conditional Random Field is used to extraction of information from research articles.?
How CRF is implemented using Python?
The following post may be helpful, kindly check it out:
Text Classification Using Conditional Random Fields (analyticsvidhya.com)
https://www.analyticsvidhya.com/blog/2018/08/nlp-guide-conditional-random-fields-text-classification/
https://medium.com/data-science-in-your-pocket/named-entity-recognition-ner-using-conditional-random-fields-in-nlp-3660df22e95c
You can use CRF on named entity recognition (NER) for an example. Here is an excellent article to learn CRF in PyTorch: https://towardsdatascience.com/conditional-random-field-tutorial-in-pytorch-ca0d04499463
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