Next Steps

Learn about how SRL, NER and Q/A tasks are performed with more advanced models.

There is no easy way to implement question answering or shortcuts. We began to implement methods that could generate questions automatically. Automatic question generation is a critical aspect of NLP.

More transformer models need to be pretrained with multi-task datasets containing NER, SRL, and question-answering problems to solve. Project managers also need to learn how to combine several NLP tasks to help solve a specific task, such as question answering.

Coreference resolution could have helped our model identify the main subjects in the sequence we worked on. This result produced with AllenNLP shows an interesting analysis:

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