✅ The verified answer to this question is available below. Our community-reviewed solutions help you understand the material better.
You are working on finding the maximum likelihood estimate of seeing a bigram {“A”, “B”} where “B” and “A” are tokens and “B” follows “A”. The frequency of the bigram {“A”, “B”} in the corpus is 999 and “A” appears 2000 times in the corpus. You apply Laplace Smoothing. If there are 10,000 unique tokens in the corpus. What is the maximum likelihood estimate of bigram {“A”, “B”} ?