Which RNN network structure would best fit a text analysis task, where the occurences of references to a specific kind of event is searched for?

Question

Which RNN network structure would best fit a text analysis task, where the occurences of references to a specific kind of event is searched for?
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Solution 1

For a text analysis task where the occurrences of references to a specific kind of event are searched for, a Long Short-Term Memory (LSTM) network would be a good fit.

Here's why, step by step:

  1. Sequential Data: Text is a form of sequential data. Each word in a sentence depends on the words Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study prob
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solv

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