sentence1: yu et al proposed a factor-based compositional embedding model by deriving sentence-level and substructure embeddings from word embeddings , utilizing dependency trees and named entities .
sentence2: yu et al proposed the factor-based compositional embedding model , which uses syntactic dependency trees together with sentence-level embeddings .