We also compare Guided DS with three state-of-the-art models: 1) MultiR and 2) MIML are two distant supervision models that support multi-instance learning and overlapping relations; 3) Mintz++ is a single-instance learning algorithm for distant supervision.
in some cases a small amount of human labeled data is available.