To help researchers investigate relation extraction, we’re releasing a human-judged dataset of two relations about public figures on Wikipedia: nearly 10,000 examples of “place of birth”, and over 40,000 examples of “attended or graduated from an institution”. Each of these was judged by at least 5 raters, and can be used to train or evaluate relation extraction systems. We also plan to release more relations of new types in the coming months.
Anything To Triples (any23) is a library, a web service and a command line tool that extracts structured data in RDF format from a variety of Web documents.
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.
G. Angelova. Proceedings of the 18th International Conference on Conceptual Structures (ICCS 2010), volume 6208 of Lecture Notes in Computer Science, page 14-27. Springer, (2010)
K. Taghva, R. Beckley, and J. Coombs. Proceedings of the 19th International Conference on Conceptual Structures (ICCS 2011), volume 6828 of Lecture Notes in Computer Science, page 339-345. Springer, (2011)
B. Roth, G. Chrupala, M. Wiegand, M. Singh, and D. Klakow. Proceedings of the Fifth Text Analysis Conference (TAC 2012), Gaithersburg, Maryland, USA, National Institute of Standards and Technology (NIST), (November 2012)
M. Zhang, J. Zhang, J. Su, and G. Zhou. Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, page 825--832. Stroudsburg, PA, USA, Association for Computational Linguistics, (2006)
R. Bunescu, and R. Mooney. Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing, page 724--731. Stroudsburg, PA, USA, Association for Computational Linguistics, (2005)
M. Mintz, S. Bills, R. Snow, and D. Jurafsky. Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2-Volume 2, page 1003--1011. Association for Computational Linguistics, (2009)
F. Abel, E. Herder, and D. Krause. Proc. AUM 2011 - Workshop on Augmenting User Models with Real World Experiences to Enhance Personalization and Adaptation, co-located with UMAP 2011., (2011)
J. Berri, R. Benlamri, and Y. Atif. Proceedings of the 2006 international conference on Wireless communications and mobile computing, page 1307--1310. New York, NY, USA, ACM, (2006)
A. Ritter, Mausam, O. Etzioni, and S. Clark. Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, page 1104--1112. New York, NY, USA, ACM, (2012)
A. Blessing, and H. Schütze. Proceedings of the 21st ACM international conference on Information and knowledge management, page 1123--1132. New York, NY, USA, ACM, (2012)
I. Nikolova, G. Angelova, D. Tcharaktchiev, and S. Boytcheva. Proceedings of the 21th International Conference on Conceptual Structures (ICCS 2013), volume 7735 of Lecture Notes in Computer Science, page 106-120. Springer, (2013)
O. Gunes, C. Schallhart, T. Furche, J. Lehmann, and A. Ngomo. Proceedings of the 3rd Workshop on the People's Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP, page 29--33. Association for Computational Linguistics, (July 2012)
R. Mihalcea, and A. Csomai. Proceedings of the sixteenth ACM Conference on information and knowledge management, page 233--242. New York, NY, USA, ACM, (2007)
E. Alfonseca, K. Filippova, J. Delort, and G. Garrido. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2, page 54--59. Stroudsburg, PA, USA, Association for Computational Linguistics, (2012)
A. Sun, R. Grishman, W. Xu, and B. Min. Proceedings of the Fourth Text Analysis Conference (TAC 2011), National Institute of Standards and Technology (NIST), (November 2011)
B. Min, X. Li, R. Grishman, and S. Ang. Proceedings of the Fifth Text Analysis Conference (TAC 2012), National Institute of Standards and Technology (NIST), (November 2012)
M. Paukkeri, I. Nieminen, M. Pöllä, and T. Honkela. Coling 2008: Companion volume: Posters, page 83--86. Manchester, UK, ACL, Coling 2008 Organizing Committee, (August 2008)
M. Banko, M. Cafarella, S. Soderland, M. Broadhead, and O. Etzioni. Proceedings of the 20th International Joint Conference on Artifical Intelligence, page 2670--2676. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2007)
Y. Chan, and D. Roth. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1, page 551--560. Stroudsburg, PA, USA, Association for Computational Linguistics, (2011)
J. Strötgen, and M. Gertz. Proceedings of the 5th International Workshop on Semantic Evaluation, page 321--324. Stroudsburg, PA, USA, Association for Computational Linguistics, (2010)
G. Sautter, and K. Böhm. Proceedings of the Second International Conference on Theory and Practice of Digital Libraries, page 370--382. Berlin/Heidelberg, Springer, (2012)
J. Illig, B. Roth, and D. Klakow. Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers, page 100--105. Gothenburg, Sweden, Association for Computational Linguistics, (April 2014)
A. Culotta, and J. Sorensen. Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04, Association for Computational Linguistics, (2004)
P. Kluegl, M. Toepfer, P. Beck, G. Fette, and F. Puppe. Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations, page 29--33. Dublin, Ireland, Dublin City University and Association for Computational Linguistics, (August 2014)
R. Baeza-Yates, and A. Tiberi. KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, page 76--85. New York, NY, USA, ACM, (2007)
B. Nunes, R. Kawase, B. Fetahu, M. Casanova, and G. de Campos. Web Information Systems Engineering - WISE 2014 - 15th International Conference, Thessaloniki, Greece, October 12-14, 2014, Proceedings, Part II, page 351--364. (2014)
H. Déjean, E. Gaussier, J. Renders, and F. Sadat. Artificial Intelligence in Medicine, 33 (2):
111 - 124(2005)<ce:title>Information Extraction and Summarization from Medical Documents</ce:title>.
I. Nagy, R. Farkas, and M. Jelasity. Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries, page 1--9. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)
I. Nagy, R. Farkas, and M. Jelasity. Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries, page 1--9. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)
P. Kluegl, M. Atzmueller, and F. Puppe. Proc. 4th International Workshop on Knowledge Engineering and Software Engineering (KESE 2008), 31th German Conference on Artificial Intelligence (KI-2008), accepted, (2008)
P. Kluegl, M. Atzmueller, and F. Puppe. Proc. LWA 2009, Knowledge Discovery and Machine Learning Track, Darmstadt, Germany, University of Darmstadt, (2009)