Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

By Aciel Eshky, Ben Allison, M. Steedman. 2012

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Relation Extraction Using Distant Supervision (2018, methodology): “The authors of [25] and [61] propose undirected graphical models, called MultiR and MIML − RE respectively, to perform multiinstance multi-label classification.”
NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction (2020, background): “This problem is partially solved by the use of distant supervision based on knowledge bases (KBs) [20, 30].”
Bootstrapping language acquisition. (2017, background): “…2008; Ural, Yuret, Ketrez, Koçbas , & Küntay, 2009; Fazly, Alishahi, & Stevenson, 2010; Thomforde & Steedman, 2011; Yu & Siskind, 2013), and a few (Alishahi & Chrupała, 2012; Yu, 2006) have gone further in showing that learned (and therefore imperfect) knowledge of POS categories can help with…”