What are the steps involved in building a Neural Structured Learning model for document classification?
Saturday, 05 August 2023
by EITCA Academy
Building a Neural Structured Learning (NSL) model for document classification involves several steps, each important in constructing a robust and accurate model. In this explanation, we will consider the detailed process of building such a model, providing a comprehensive understanding of each step. Step 1: Data Preparation The first step is to gather and preprocess
How does Neural Structured Learning leverage citation information from the natural graph in document classification?
Saturday, 05 August 2023
by EITCA Academy
Neural Structured Learning (NSL) is a framework developed by Google Research that enhances the training of deep learning models by leveraging structured information in the form of graphs. In the context of document classification, NSL utilizes citation information from a natural graph to improve the accuracy and robustness of the classification task. A natural graph