sentence1: hassan and menezes proposed an approach for normalizing social media text which used random walk framework on a contextual similarity bipartite graph constructed from n-grams sequences , which they interpolated with edit distance .
sentence2: hassan and menezes proposed an approach based on the random walk algorithm on a contextual similarity bipartite graph , constructed from n-gram sequences on a large unlabeled text corpus .