Log Likelihood in Probabilistic Language Models

Log Likelihood in Statistics: Sum of Logs and Avoiding Underflow by Logarithms

Log likelihood represents a transformation in statistical inference where the joint probability product of independent and identically distributed data points is converted into a summation via logari…