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Understanding Language Models and HMMs by Yajneswarpadhiary Padhiary is a document available to read on EtoBox.
What is Understanding Language Models and HMMs about?
The document provides an overview of language models, including n-grams, bigrams, and trigrams, explaining how they assign probabilities to sequences of words. It discusses the limitations of these models, particularly in handling unseen n-grams, and introduces concepts like Markov Chains and Hidden Markov Models (HMMs) for text prediction and sequence classification. Additionally, it covers smoothing techniques to address zero probabilities in language modeling.
- Author
- Yajneswarpadhiary Padhiary
- Language
- EN