Mentions without Labeled Set. ECML PKDD 2010. ຊݚڀͷϕʔεϥΠϯ | Zeng et al. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks. EMNLP 2015. | Lin et al. Neural Relation Extraction with Selective Attention over Instances. ACL 2016. 23
Extraction without Labeled Data. ACL 2009. | Hoffmann et al. Knowledge-based Weak Supervision for Information Extraction of Overlapping Relations. ACL 2011. | Surdeanu et al. Multi-instance Multi-label Learning for Relation Extraction. EMNLP 2012. | Nagesh et al. Noisy Or-based Model for Relation Extraction using Distant Supervision. EMNLP 2014. 24
Deep Neural Network. COLING 2014. | Narasimhan et al. Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning. EMNLP 2016. | Ji et al. Distant Supervision for Relation Extraction with Sentence-level Attention and Entity Descriptions. AAAI 2017. 25