Jul 15, 2018 ... Distant supervision has become the stan- dard method for relation extraction. How- ever, even though it is an efficient method, it does not come ...


Jun 9, 2013 ... Distant supervision, heuristically labeling a ... negative examples has a serious flaw. Building on a state-of-the-art distantly-supervised ex-.


Mar 30, 2019 ... First, relation-aware bag representations are calculated by ... a bag group is utilized as a training sample when building our relation extractor.


For example, for the marriage relation, human annotators may label the pair "Bill ... An alternative approach to generating training data is distant supervision.


Abstract. In this paper, we present an encoder-decoder mod- el for distant supervised relation extraction. Giv- en an entity pair and its sentence bag as input , in.