Mindmap
Language Modeling
Inhalt der Mindmap
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
- Maximum Likelihood
Informationen
- Beschreibung
- Mindmap am Language Modeling, erstellt von Chelsea Zheng am 12/02/2019.
- Erstellt von
- Chelsea Zheng
- Aufrufe
- 0
- Bewertung