Machine Learning

Summary of what I’ve done with Fasttext to the document classification problem.

• Facebook research has published a document classification library using Fasttext.
• Fasttext is easy to install in a python environment.
• Run time is fast.

Preliminaries

I decided to tackle the task of document classification, and initially thought.

NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit. However, it was not very accurate.

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We have successfully trained a model to automatically generate titles from news texts using a machine translation model based on deep learning.

Preliminaries

In the past, I was involved in a project to automatically generate titles from manuscripts for online news. In the past, I was involved in a project to automatically generate titles from manuscripts for online news.

In order to tackle this project, I was looking into existing methods.