GloVeisanunsupervisedlearningalgorithmforobtainingvectorrepresentationsforwords.Trainingisperformedonaggregatedglobalword-wordco-occurrencestatisticsfromacorpus,andtheresultingrepresentationsshowcaseinterestinglinearsubstructuresofthewordvectorspace.