One of the methods proposed in this paper that uses a parallel acknowledgment classification task, belongs to the family of Multi-Task Learning (MTL) (Caruana, 1997) since what is learned for each task is used to improve the other task.
to the best of our knowledge, this is the first work that proposes a MTL-type answer classifier for forums in a semi-supervised setting.