In this project, we provide our implementations of CNN [Zeng et al., 2014] and PCNN [Zeng et al.,2015] and their extended version with sentence-level attention scheme [Lin et al., 2016] .
NYT10 is originally released by the paper "Sebastian Riedel, Limin Yao, and Andrew McCallum. Modeling relations and their mentions without labeled text."
Relation extraction on an open-domain knowledge base
Accompanying repository for our EMNLP 2017 paper. It contains the code to replicate the experiments and the pre-trained models for sentence-level relation extraction.
D. Dligach, T. Miller, C. Lin, S. Bethard, und G. Savova. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 2, Seite 746--751. (2017)
M. Hearst. Proceedings of the 14th Conference on Computational Linguistics - Volume 2, Seite 539--545. Stroudsburg, PA, USA, Association for Computational Linguistics, (1992)
R. Baeza-Yates, und A. Tiberi. KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, Seite 76--85. New York, NY, USA, ACM, (2007)
A. Culotta, und J. Sorensen. Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04, Association for Computational Linguistics, (2004)
J. Tang, M. Hong, J. Li, und B. Liang. International Semantic Web Conference, Volume 4273 von Lecture Notes in Computer Science, Seite 640-653. Springer, (2006)
Y. Jin, Y. Matsuo, und M. Ishizuka. Proceedings of the European Semantic Web Conference, ESWC2007, Volume 4519 von Lecture Notes in Computer Science, Springer-Verlag, (Juli 2007)
M. Kayed, und K. Shaalan. IEEE Transactions on Knowledge and Data Engineering, 18 (10):
1411--1428(2006)Member-Chia-Hui Chang and Member-Moheb Ramzy Girgis.
G. Gottlob, C. Koch, R. Baumgartner, M. Herzog, und S. Flesca. Proceedings of the Twenty-third ACM SIGACT-SIGMOD-SIGART Symposium
on Principles of Database Systems, June 14-16, 2004, Paris, France, Seite 1-12. ACM, (2004)