Conditional Random Fields

• bidrectional deep gated Recurrent Neural Networks outperform CRFs in sequence labelling tasks
• especially for larger datasets, the neural network approach is preferred
• CRFs are also slower to train
• read more at : https://en.wikipedia.org/wiki/Conditional_random_field