A Brief Maxent Tutorial

• Overview
  • Motivating example
• Maxent Modeling
  • Training data
  • Features and constraints
  • The maxent principle
  • Exponential form
  • Maximum likelihood
  • Outline
• Computing the Parameters
• Algorithms for Inductive Learning
  • Motivation
  • Basic model construction
• Further Reading
• About this document ...