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Mind map

Language Modeling

Chelsea Zheng English

Map content

Language Modeling

Problem Setting
- Definition
- Purpose
- Methods
  - Naive
  - N-gram
Trigram Model
- Definition
- Recipe
- Example
Perplexity
- Purpose
- Definition
- Intuition
Parameter Estimation (q)
- Maximum Likelihood
  - Definition
  - Cons
- Linear Interpolation
  - Definition
  - Property
    - Sum = 1
    - q(w|u, v) >= 0
  - Parameter Estimation (lambda)
    - Closed form approach
    - Bin approach

Information

Description: Mind Map on Language Modeling, created by Chelsea Zheng on 12/02/2019.
Created by: Chelsea Zheng
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