To overcome this limitation, concept-based representation has been proposed to bridge the vocabulary gap between documents and queries (Qi and Laquerre, 2012;Limsopatham et al., 2013b;Koopman et al., 2012).
metamap is used to map terms from queries and documents (e.g., medical records) to the semantic concepts from biomedical knowledge bases such as UmLS.