Can I read NLP Module 3 on EtoBox?
NLP Module 3 by Narendhar R is a document available to read on EtoBox.
What is NLP Module 3 about?
The document covers language modeling and semantic parsing, focusing on n-gram models, their applications, and evaluation methods. It explains how n-grams assign probabilities to sequences of words, discusses the Markov assumption, and introduces maximum likelihood estimation for probability calculation. Additionally, it highlights the importance of perplexity as a metric for evaluating language models and sampling techniques for visualizing model knowledge.
- Author
- Narendhar R
- Language
- EN