Experiments show that ARNs can effectively detect nested entity mentions and achieve the state-of-the-art performance on all above three datasets.
bag Loss guarantees that at least one anchor word (the one with highest P (c i |x i ), and its corresponding w i will be 1.0) will be selected for each bag.