Overview of Authorship Attribution
Contributors
- 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.
Resource Asset5/6
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
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