Language Modelling

Tags: #machine learning

Equation

$$p(x)=\prod^{n}_{i=1} p(s_{n}|s_{1},...,s_{n-1})$$

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Introduction

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Explanation

• : Language modeling is usually framed as unsupervised distribution estimation from a set of examples of
• : Variable length sequences of symbols
• : Factorize the joint probabilities over symbols p(x) as the product of conditional probabilities