%0 Conference Paper %1 Nakashole:2012:PTR:2390948.2391076 %A Nakashole, Ndapandula %A Weikum, Gerhard %A Suchanek, Fabian %B Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning %C Stroudsburg, PA, USA %D 2012 %I Association for Computational Linguistics %K pattern relation semantic taxonomy %P 1135--1145 %T PATTY: A Taxonomy of Relational Patterns with Semantic Types %U http://dl.acm.org/citation.cfm?id=2390948.2391076 %X This paper presents PATTY: a large resource for textual patterns that denote binary relations between entities. The patterns are semantically typed and organized into a subsumption taxonomy. The PATTY system is based on efficient algorithms for frequent itemset mining and can process Web-scale corpora. It harnesses the rich type system and entity population of large knowledge bases. The PATTY taxonomy comprises 350,569 pattern synsets. Random-sampling-based evaluation shows a pattern accuracy of 84.7%. PATTY has 8,162 subsumptions, with a random-sampling-based precision of 75%. The PATTY resource is freely available for interactive access and download.

@inproceedings{Nakashole:2012:PTR:2390948.2391076, abstract = {This paper presents PATTY: a large resource for textual patterns that denote binary relations between entities. The patterns are semantically typed and organized into a subsumption taxonomy. The PATTY system is based on efficient algorithms for frequent itemset mining and can process Web-scale corpora. It harnesses the rich type system and entity population of large knowledge bases. The PATTY taxonomy comprises 350,569 pattern synsets. Random-sampling-based evaluation shows a pattern accuracy of 84.7%. PATTY has 8,162 subsumptions, with a random-sampling-based precision of 75%. The PATTY resource is freely available for interactive access and download.}, acmid = {2391076}, added-at = {2016-07-16T17:05:43.000+0200}, address = {Stroudsburg, PA, USA}, author = {Nakashole, Ndapandula and Weikum, Gerhard and Suchanek, Fabian}, biburl = {https://www.bibsonomy.org/bibtex/26c13206fbc5b5dc07fb61901e2805ed4/hotho}, booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning}, interhash = {eb09719098969ac9704a2ed96546999b}, intrahash = {6c13206fbc5b5dc07fb61901e2805ed4}, keywords = {pattern relation semantic taxonomy}, location = {Jeju Island, Korea}, numpages = {11}, pages = {1135--1145}, publisher = {Association for Computational Linguistics}, series = {EMNLP-CoNLL '12}, timestamp = {2016-07-16T17:05:43.000+0200}, title = {PATTY: A Taxonomy of Relational Patterns with Semantic Types}, url = {http://dl.acm.org/citation.cfm?id=2390948.2391076}, year = 2012 }