Complex Structure Leads to Overfitting:A Structure Regularization Decoding Method for Natural Language Processing
Table 6: Timing Results on varying the orders.
['Train time (overall)', 'Chunking', 'English-NER', 'Dutch-NER']
With this implementation, our scalable multi-order decoding performs efficiently on various real-world NLP tasks and keeps good scalability.