Question 1: Short answer
mediumAI-checkedLanguage ModelingAfter a context , a corpus shows following tokens of three word types, with counts 5, 3 and 2. The vocabulary has words, so 7 types never followed . Absolute discounting with subtracts from every non-zero count, gives seen words , and shares the freed probability mass equally among the unseen types. What is the probability of each unseen word?