Joint information extraction from the web using linked data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8797, Issue , 2014, Pages 505-512

  Augenstein, Isabelle ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA MINING; INFORMATION RETRIEVAL; LINKED DATA; SEMANTIC WEB; WEBSITES;

DOCTORAL RESEARCH; EVALUATION METHODS; INFORMATION EXTRACTION METHODS; INFORMATION EXTRACTION SYSTEMS; KNOWLEDGE BASIS; KNOWLEDGE GRAPHS; MISSING INFORMATION; TRAINING DATA;

CLASSIFICATION (OF INFORMATION);

EID: 84910091692     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-11915-1_32     Document Type: Conference Paper

References (34)

1. Alfonseca, E., Filippova, K., Delort, J.Y., Garrido, G.: Pattern Learning for Relation Extraction with a Hierarchical Topic Model. In: Proceedings of ACL, Jeju, South Korea (2012)
2. Augenstein, I.: Seed Selection for Distantly Supervised Web-Based Relation Extraction. In: Proceedings of SWAIE (2014)
3. Augenstein, I., Padó, S., Rudolph, S.: LODifier: Generating Linked Data from Unstructured Text. In: Simperl, E., Cimiano, P., Polleres, A., Corcho, O., Presutti, V. (eds.) ESWC 2012. LNCS, vol. 7295, pp. 210–224. Springer, Heidelberg (2012)
4. Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., Hellmann, S.: DBpedia-A crystallization point for the Web of Data. Web Semantics: Science, Services and Agents on the World Wide Web 7(3), 154–165 (2009)
5. Bollacker, K., Evans, C., Paritosh, P., Sturge, T., Taylor, J.: Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge. In: Proceedings of ACMSIGMOD, pp. 1247–1250 (2008)
6. Carlson, A., Betteridge, J., Kisiel, B., Settles, B., Hruschka, E.R., Mitchell, T.M.: Toward an Architecture for Never-Ending Language Learning. In: AAAI (2010)
7. Carlson, A., Betteridge, J., Wang, R.C., Hruschka Jr., E.R., Mitchell, T.M.: Coupled Semi-Supervised Learning for Information Extraction. In: Proceedings of WSDM (2010)
8. Del Corro, L., Gemulla, R.: ClausIE: Clause-Based Open Information Extraction. In: Proceedings of the 22nd International Conference on World Wide Web, pp. 355–366 (2013)
9. Domingos, P., Kok, S., Lowd, D., Poon, H., Richardson, M., Singla, P.: Markov logic. In: De Raedt, L., Frasconi, P., Kersting, K., Muggleton, S.H. (eds.) Probabilistic ILP 2007. LNCS (LNAI), vol. 4911, pp. 92–117. Springer, Heidelberg (2008)
10. Fader, A., Soderland, S., Etzioni, O.: Identifying relations for open information extraction. In: Proceedings of EMNLP, pp. 1535–1545 (2011)
11. Gerber, D., Ngomo, A.-C.N.: Extracting Multilingual Natural-Language Patterns for RDF Predicates. In: ten Teije, A., Völker, J., Handschuh, S., Stuckenschmidt, H., d’Acquin, M., Nikolov, A., Aussenac-Gilles, N., Hernandez, N. (eds.) EKAW 2012. LNCS (LNAI), vol. 7603, pp. 87–96. Springer, Heidelberg (2012)
12. Govindaraju, V., Zhang, C., Ré, C.: Understanding Tables in Context Using Standard NLP Toolkits. In: Proceedings of ACL (2013)
13. Hoffmann, R., Zhang, C., Ling, X., Zettlemoyer, L.S., Weld, D.S.: Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations. In: Proceedings of ACL, pp. 541–550 (2011)
14. Kate, R.J., Mooney, R.J.: Joint Entity and Relation Extraction using Card-Pyramid Parsing. In: Proceedings of CoNLL, pp. 203–212 (2010)
15. Li, Q., Heng, J.: Incremental Joint Extraction of Entity Mentions and Relations. In: Proceedings of ACL (2014)
16. Mausam, M.S., Soderland, S., Bart, R., Etzioni, O.: Open Language Learning for Information Extraction. In: Proceedings of EMNLP-CoNLL, pp. 523–534 (2012)
17. Min, B., Grishman, R., Wan, L., Wang, C., Gondek, D.: Distant Supervision for Relation Extraction with an Incomplete Knowledge Base. In: Proceedings of HLT-NAACL, pp. 777–782 (2013)
18. Min, B., Shi, S., Grishman, R., Lin, C.Y.: Ensemble Semantics for Large-scale Unsupervised Relation Extraction. In: EMNLP-CoNLL, pp. 1027–1037. ACL (2012)
19. Mintz, M., Bills, S., Snow, R., Jurafsky, D.: Distant supervision for relation extraction without labeled data. In: Proceedings of ACL, vol. 2, pp. 1003–1011 (2009)
20. Nakashole, U., Theobald, M., Weikum, G.: Scalable Knowledge Harvesting with High Precision and High Recall. In: Proceedings of WSDM, pp. 227–236 (2011)
21. Pennacchiotti, M., Pantel, P.: Entity Extraction via Ensemble Semantics. In: Proceedings of EMNLP, pp. 238–247 (2009)
22. Presutti, V., Draicchio, F., Gangemi, A.: Knowledge Extraction Based on Discourse Representation Theory and Linguistic Frames. In: ten Teije, A., Völker, J., Handschuh, S., Stuckenschmidt, H., d’Acquin, M., Nikolov, A., Aussenac-Gilles, N., Hernandez, N. (eds.) EKAW 2012. LNCS (LNAI), vol. 7603, pp. 114–129. Springer, Heidelberg (2012)
23. Riedel, S., Yao, L., McCallum, A.: Modeling Relations and Their Mentions without Labeled Text. In: Balcázar, J.L., Bonchi, F., Gionis, A., Sebag, M. (eds.) ECML PKDD 2010, Part III. LNCS (LNAI), vol. 6323, pp. 148–163. Springer, Heidelberg (2010)
24. Roller, R., Stevenson, M.: Self-Supervised Relation Extraction using UMLS. In: Kanoulas, E., Lupu, M., Clough, P., Sanderson, M., Hall, M., Hanbury, A., Toms, E. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 116–127. Springer, Heidelberg (2014)
25. Roth, B., Klakow, D.: Combining Generative and Discriminative Model Scores for Distant Supervision. In: Proceedings of ACL-EMNLP, pp. 24–29 (2013)
26. Roth, D., Tau Yih, W.: A Linear Programming Formulation for Global Inference in Natural Language Tasks. In: Proceedings of CoNLL, pp. 1–8 (2004)
27. Roth, D., Yih, W.T.: Global Inference for Entity and Relation Identification via a Linear Programming Formulation. In: Introduction to StatisticalRelationalLearning, pp. 553–580 (2007)
28. Shinzato, K., Torisawa, K.: Acquiring Hyponymy Relations from Web Documents. In: HLTNAACL, pp. 73–80 (2004)
29. Surdeanu, M., Tibshirani, J., Nallapati, R., Manning, C.D.: Multi-instance Multi-label Learning for Relation Extraction. In: Proceedings of EMNLP-CoNLL, pp. 455–465 (2012)
30. Takamatsu, S., Sato, I., Nakagawa, H.: Reducing Wrong Labels in Distant Supervision for Relation Extraction. In: Proceedings of ACL, pp. 721–729 (2012)
31. Vrandečić, D., Krötzsch, M.: Wikidata: A Free Collaborative Knowledge Base. Commun. ACM (to appear, 2014)
32. Xu, W., Hoffmann, R., Zhao, L., Grishman, R.: Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction. In: Proceedings of ACL, pp. 665–670 (2013)
33. Yao, L., Riedel, S., McCallum, A.: Collective Cross-document Relation Extraction Without Labelled Data. In: Proceedings of EMNLP, pp. 1013–1023 (2010)
34. Yates, A., Cafarella, M., Banko, M., Etzioni, O., Broadhead, M., Soderland, S.: TextRunner: Open Information Extraction on the Web. In: Proceedings of HLT-NAACL: Demonstrations, pp. 25–26 (2007)