“…An increasing number of short texts are being generated and it has been noted that this environment is complicated by sparsity and high-dimensionality, meaning that the vector space model and normal text clustering methods may not work well [26,27]. CrisisLex.org is a repository of crisis-related social media data and tools [28].…”