Deep Learning for Natural Language Processing: Creating Neural Networks with Python

© Palash Goyal, Sumit Pandey, Karan Jain 2018

Palash Goyal, Sumit Pandey and Karan JainDeep Learning for Natural Language Processinghttps://doi.org/10.1007/978-1-4842-3685-7_3

3. Unfolding Recurrent Neural Networks

Palash Goyal¹ , Sumit Pandey¹ and Karan Jain¹

(1)

Bangalore, Karnataka, India

 

This chapter covers the use of contextual information across text. With textual work in any form, i.e., speech, text, and print, and in any language, to understand the information provided in it, we try to capture and relate the present and past contexts and aim to gain something meaningful from them. This is because the structure of text creates a link within a sentence and across sentences, just like thoughts, which are persistent throughout.

Traditional neural ...