Then they begin an iterative process where they search an unlabeled corpus for patterns given their seeds (with patterns consisting of surrounding tokens, parts-of-speech, syntactic chunks etc.)
figure 3 and figure 4 compare performance on the original TempEval data to performance on the re-annotated version.