PATTY: A taxonomy of relational patterns with semantic types

EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference

Volumn , Issue , 2012, Pages 1135-1145

  Nakashole, Ndapandula ^a   Weikum, Gerhard ^a   Suchanek, Fabian ^a  

^a MAX PLANCK INSTITUTE FOR INFORMATICS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY RELATION; FREQUENT ITEMSET MINING; LARGE KNOWLEDGE BASIS; PATTERN ACCURACY; SEMANTIC TYPES; SYNSETS; TEXTUAL PATTERNS; TYPE SYSTEMS;

ALGORITHMS; SEMANTICS; TAXONOMIES;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84873147286     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (45)

1. Ion Androutsopoulos, Prodromos Malakasiotis: A Survey of Paraphrasing and Textual Entailment Methods. Journal of Artificial Intelligence Research 38: 135-187, 2010
2. Rakesh Agrawal, Tomasz Imielinski, Arun N. Swami: Mining Association Rules between Sets of Items in Large Databases. SIGMOD Conference 1993
3. Enrique Alfonseca, Marius Pasca, Enrique Robledo-Arnuncio: Acquisition of instance attributes via labeled and related instances. SIGIR 2010
4. Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, Zachary G. Ives: DBpe-dia: A Nucleus for a Web of Open Data. ISWC 2007, data at Http://dbpedia.org
5. Michele Banko, Michael J. Cafarella, Stephen Soderland, Matthew Broadhead, Oren Etzioni: Open Information Extraction from the Web. IJCAI 2007
6. Jonathan Berant, Ido Dagan, Jacob Goldberger: Global Learning of Typed Entailment Rules. ACL 2011
7. Kurt D. Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, Jamie Taylor: Freebase: a collaboratively created graph database for structuring human knowledge. SIGMOD Conference 2008, data at Http://freebase.com
8. Lawrence D. Brown, T. Tony Cai, Anirban Dasgupta: Interval Estimation for a Binomial Proportion. Statistical Science 16: 101-133, 2001
9. Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka Jr., Tom M. Mitchell. Toward an Architecture for Never-Ending Language Learning. AAAI 2010, data at Http://rtw.ml.cmu.edu/rtw/
10. Timothy Chklovski, Patrick Pantel: VerbOcean: Mining the Web for Fine-Grained Semantic Verb Relations.
11. EMNLP 2004; data available at Http://demo.patrickpantel.com/demos/ verbocean/
12. Anthony Fader, Stephen Soderland, Oren Etzioni: Identifying Relations for Open Information Extraction. EMNLP 2011, data at Http://reverb.cs.washington. edu
13. Christiane Fellbaum (Editor): WordNet: An Electronic Lexical Database. MIT Press, 1998
14. Jiawei Han, Jian Pei, Yiwen Yin: Mining frequent patterns without candidate generation. SIGMOD 2000.
15. Chikara Hashimoto, Kentaro Torisawa, Kow Kuroda, Stijn De Saeger, Masaki Murata, Jun'ichi Kazama: Large-Scale Verb Entailment Acquisition from the Web. EMNLP 2009
16. Catherine Havasi, Robert Speer, and Jason Alonso. Con-ceptNet 3: a Flexible, Multilingual Semantic Network for Common Sense Knowledge, RANLP 2007; data available at Http://conceptnet5.media.mit.edu/
17. Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid O Seaghdha, Sebastian Pado, Marco Pennacchiotti, Lorenza Romano, Stan Szpakowicz: SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals, 5th ACL International Workshop on Semantic Evaluation, 2010; data available at Http://www.isi.edu/~kozareva/downloads.html
18. Johannes Hoffart, Fabian Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum: YAGO2: Exploring and Querying World Knowledge in Time, Space, Context, and Many Languages. WWW 2011, data at Http://yago-knowledge.org
19. Raphael Hoffmann, Congle Zhang, Daniel S. Weld: Learning 5000 Relational Extractors. ACL 2010
20. Vigo Kann: On the approximability of NP-complete optimization problems. PhD thesis, Department of Numerical Analysis and Computing Science, Royal Institute of Technology, Stockholm. 1992.
21. Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer, A Large-scale Classification of English Verbs, Language Resources and Evaluation Journal, 42(1): 21-40, 2008, data available at Http://verbs.colorado.edu/~mpalmer/ projects/verbnet/downloads.html
22. Zornitsa Kozareva, Eduard H. Hovy: Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns. ACL 2010
23. Girija Limaye, Sunita Sarawagi, Soumen Chakrabarti: Annotating and Searching Web Tables Using Entities, Types and Relationships. PVLDB 3(1): 1338-1347 (2010)
24. Dekang Lin, Patrick Pantel: DIRT: discovery of inference rules from text. KDD 2001
25. Marie-Catherine de Marneffe, Bill MacCartney and Christopher D. Manning. Generating Typed Dependency Parses from Phrase Structure Parses. LREC 2006.
26. Thahir Mohamed, Estevam R. Hruschka Jr., Tom M. Mitchell: Discovering Relations between Noun Categories. EMNLP 2011
27. Ndapandula Nakashole, Martin Theobald, Gerhard Weikum: Scalable Knowledge Harvesting with High Precision and High Recall. WSDM 2011
28. Preslav Nakov, Marti A. Hearst: Solving Relational Similarity Problems Using the Web as a Corpus. ACL 2008
29. Vivi Nastase, Michael Strube, Benjamin Boerschinger, Cäcilia Zirn, Anas Elghafari: WikiNet: A Very Large Scale Multi-Lingual Concept Network. LREC 2010, data at Http://www.h-its.org/english/research/nlp/download/wikinet.php
30. Roberto Navigli, Simone Paolo Ponzetto: BabelNet: Building a Very Large Multilingual Semantic Network. ACL 2010 data at Http://lcl.uniroma1.it/babelnet/
31. Marius Pasca, Benjamin Van Durme: What You Seek Is What You Get: Extraction of Class Attributes from Query Logs. IJCAI 2007
32. Marius Pasca, Benjamin Van Durme: Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs. ACL 2008
33. Andrew Philpot, Eduard Hovy, Patrick Pantel: The Omega Ontology, In: Ontology and the Lexicon, Cambridge University Press, 2008, data at Http://omega.isi.edu/
34. Simone Paolo Ponzetto, Michael Strube: Deriving a Large-Scale Taxonomy from Wikipedia. AAAI 2007, data at Http://www.h-its.org/english/research/nlp/ download/wikitaxonomy.php
35. Joseph Reisinger, Marius Pasca: Latent Variable Models of Concept-Attribute Attachment. ACL/AFNLP 2009
36. Ramakrishnan Srikant, Rakesh Agrawal: Mining Sequential Patterns: Generalizations and Performance Improvements. EDBT 1996
37. Fabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum: YAGO: a Core of Semantic Knowledge. WWW 2007
38. Fabian M. Suchanek, Mauro Sozio, Gerhard Weikum: SOFIE: a self-organizing framework for information extraction. WWW 2009
39. Lin Sun, Anna Korhonen: Hierarchical Verb Clustering Using Graph Factorization. EMNLP 2011
40. Petros Venetis, Alon Y. Halevy, Jayant Madhavan, Marius Pasca, Warren Shen, Fei Wu, Gengxin Miao, Chung Wu: Recovering Semantics of Tables on the Web. PVLDB 4(9): 528-538, 2011
41. Tom White: Hadoop: The Definitive Guide, 2nd Edition. O'Reilly, 2010.
42. Fei Wu, Daniel S. Weld: Automatically refining the wiki-pedia infobox ontology. WWW 2008
43. Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu: Towards a Probabilistic Taxonomy of Many Concepts. Technical Report MSR-TR-2011-25, Microsoft Research, 2011
44. Limin Yao, Aria Haghighi, Sebastian Riedel, Andrew McCallum: Structured Relation Discovery using Generative Models. EMNLP 2011
45. Jun Zhu, Zaiqing Nie, Xiaojiang Liu, Bo Zhang, Ji-Rong Wen: StatSnowball: a statistical approach to extracting entity relationships. WWW 2009