www.aclweb.org/anthology/P18-1199

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 ...

www.aclweb.org/anthology/N13-1095

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

arxiv.org/abs/1904.00143

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.

deepdive.stanford.edu/distant_supervision

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

www.ijcai.org/proceedings/2018/0610.pdf

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.