Covers: theory of Authorship Attribution
Estimated time needed to finish: 20 minutes
Questions this item addresses:
  • What is a deep-learning model that can be used for authorship attribution?
How to use this item?

Skim the paper, and use it to guide your own code if you're trying to implement it.

Author(s) / creator(s) / reference(s)
Chen Qian, Tianchang He, Rao Zhang
0 comment
Recipe
publicShare
Star(0)

Overview Of Authorship Attribution

Contributors
Total time needed: ~2 hours
Objectives
Provide an introduction to authorship attribution.
Potential Use Cases
Newcomers to NLP who want to learn about the basics of authorship attribution algorithms.
Who is This For ?
BEGINNERNewcomers to natural language processing and text classification.
Click on each of the following annotated items to see details.
Resources5/6
ARTICLE 1. NLP POWERS REVOLUTIONARY AUTHORSHIP ATTRIBUTION SYSTEM
  • What is authorship attribution and how is it evaluated?
15 minutes
ARTICLE 2. Using NLP to Identify Redditors Who Control Multiple Accounts
  • What are the steps involved in determining authorship attribution?
15 minutes
REPO 3. Authorship attribution tutorial
  • What is some example code for authorship attribution?
20 minutes
PAPER 4. A Survey of Modern Authorship Attribution Methods
  • What are the different pre-processing steps and methods for authorship attribution?
20 minutes
PAPER 5. Deep Learning based Authorship Identification
  • What is a deep-learning model that can be used for authorship attribution?
20 minutes
PAPER 6. Author Attribution with CNN’s
  • How do you create another deep learning model for authorship attribution?
20 minutes

Concepts Covered

0 comment