• In addition to n-grams of characters, we use frequency of usage of a word in English and in Hindi languages as features for word-level language identification.
∀ word q ∈ Hindi Dictionary For a given word w in the test data, score(w) = log( freq(hw))/M hin_score(hw) = score(w) … we get English score and Hindi score for each word in the Dataset 1.