Slot Filling Reading List
- collected and recommended by Heng Ji, highly biased and incomplete, suggestions are welcome
Overview Papers and Tutorials:
 Mihai Surdeanu and Heng Ji. 2014. Overview of the English Slot Filling Track at the TAC2014 Knowledge Base Population Evaluation. Proc. Text Analysis Conference (TAC2014). paper.
 Heng Ji, Ralph Grishman and Hoa Trang Dang. 2011. Overview of the TAC 2011 Knowledge Base Population Track. In Text Analysis Conference (TAC) 2011.
 Heng Ji, Ralph Grishman, Hoa Trang Dang, Kira Griffitt and Joe Ellis. 2010. Overview of the TAC 2010 Knowledge Base Population Track. In Text Analysis Conference (TAC) 2010.
 Heng Ji and Ralph Grishman. 2011. Knowledge Base Population: Successful Approaches and Challenges. Proc. ACL2011.
 P. McNamee and H.T. Dang. 2009. Overview of the tac 2009 knowledge base population track. Proc. Text Analysis Conference (TAC) 2009.
 Dian Yu, Heng Ji, Sujian Li and Chin-Yew Lin. 2015. Why Read if You can Scan: Scoping Strategy for Biographical Fact Extraction. Proc. NAACL-HLT 2015. paper. slides. trigger lists.
 Taylor Cassidy and Heng Ji. 2014. Analysis and Refinement of Temporal Relation Aggregation. Proc. COLING2014. paper. slides.
 Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare Voss and Malik Magdon-Ismail. 2014. The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. Proc. COLING2014. paper. slides.
 Bonan Min, Ralph Grishman, Li Wan, Chang Wang and David Gondek. Distant Supervision for Relation Extraction with an Incomplete Knowledge Base. In Proceedings of NAACL-HLT 2013.
 Bonan Min and Ralph Grishman. Challenges in the TAC-KBP Slot Filling task . In Proceedings of LREC 2012.
 Mike Mintz, Steven Bills, Rion Snow and Dan Jurafsky. 2009. Distant Supervision for Relation Extraction without Labeled Data. Proc. ACL2009.