If you use the code, please kindly cite the following paper:
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu. Learning Entity and Relation Embeddings for Knowledge Graph Completion. The 29th AAAI Conference on Artificial Intelligence (AAAI'15).
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. Wadden, U. Wennberg, Y. Luan, and H. Hajishirzi. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), page 5784--5789. Hong Kong, China, Association for Computational Linguistics, (November 2019)
L. Hettinger, A. Zehe, A. Dallmann, and A. Hotho. INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, page 191-204. Bonn, Gesellschaft für Informatik e.V., (2019)
R. Cook, L. Cortese, B. Catinella, and A. Robotham. (2019)cite arxiv:1909.10202Comment: 22 pages, 13 figures, accepted for publication in the Monthly Notices of the Royal Astronomical Society.
L. Hettinger, A. Zehe, A. Dallmann, and A. Hotho. INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, page 191-204. Bonn, Gesellschaft für Informatik e.V., (2019)
L. Hettinger, A. Zehe, A. Dallmann, and A. Hotho. INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, page 191-204. Bonn, Gesellschaft für Informatik e.V., (2019)
C. Verdon. FACULTÉ DES SCIENCES INFIRMIÈRES UNIVERSITÉ LAVAL QUÉBEC, Thèse, (2012)Thèse présentée à la Faculté des études supérieures et postdoctorales de l’Université Laval dans le cadre du programme de doctorat en sciences infirmières pour l’obtention du grade de Philosophiae Doctor (Ph. D.).
L. Wang, Z. Cao, G. de Melo, and Z. Liu. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1, page 1298--1307. (2016)
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J. Lee, F. Dernoncourt, and P. Szolovits. SemEval 2017, (2017)cite arxiv:1704.01523Comment: Accepted at SemEval 2017. The first two authors contributed equally to this work.
N. Peng, H. Poon, C. Quirk, K. Toutanova, and W. Yih. ACL, (2017)cite arxiv:1708.03743Comment: Conditional accepted by TACL in December 2016; published in April 2017; presented at ACL in August 2017.
R. Girju, P. Nakov, V. Nastase, S. Szpakowicz, P. Turney, and D. Yuret. Proceedings of the 4th International Workshop on Semantic Evaluations, page 13--18. Stroudsburg, PA, USA, Association for Computational Linguistics, (2007)
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31-44(April 2012)
J. Rotsztejn, N. Hollenstein, and C. Zhang. (2018)cite arxiv:1804.02042Comment: Accepted to SemEval 2018 (12th International Workshop on Semantic Evaluation).
D. Dligach, T. Miller, C. Lin, S. Bethard, and G. Savova. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 2, page 746--751. (2017)
D. Dligach, T. Miller, C. Lin, S. Bethard, and G. Savova. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 2, page 746--751. (2017)
C. Dekeuwer. (juin 2009)Colloque La philosophie du soin - Éthique, médecine et sociétéSession "La médecine du point de vue du soin", modérée par Emmanuel Fournier, coordonnateur du département universitaire "Éthique, douleur, soins palliatifs" de la Faculté de médecine Pierre-et-Marie-Curie.
B. Rink, and S. Harabagiu. Proceedings of the 5th International Workshop on Semantic Evaluation, page 256--259. Association for Computational Linguistics, (2010)
K. Xu, Y. Feng, S. Huang, and D. Zhao. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing EMNLP, page 536–540. (2015)cite arxiv:1506.07650.
T. Rocktäschel, S. Singh, and S. Riedel. NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31 - June 5, 2015, page 1119--1129. (2015)