sentence1: faruqui et al demonstrated that embeddings learned without supervision can be retro-fitted to better conform to some semantic lexicon .
sentence2: faruqui et al apply post-processing steps to existing word embeddings in order to bring them more in accordance with semantic lexicons such as ppdb and framenet .