Hands-on Question Answering Systems with BERT: Applications in Neural Networks and Natural Language Processing

© Navin Sabharwal, Amit Agrawal 2021

N. Sabharwal, A. AgrawalHands-on Question Answering Systems with BERThttps://doi.org/10.1007/978-1-4842-6664-9_6

6. BERT Model Applications: Other Tasks

Navin Sabharwal¹   and Amit Agrawal²

(1)

New Delhi, Delhi, India

(2)

Mathura, India

 

In the last chapter, we learned about BERT and its usage in the design of a question answering system. This chapter discusses how BERT can be used for implementation of other NLP tasks such as text classification, named entity recognition, language translation, and more.

BERT has performed well in many benchmark datasets for various NLP tasks such as SQuAD (question answering dataset), Natural Questions (question answering dataset for factoid and non-factoid questions), the IMDB movie ...