Learning causality for news events prediction

WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web

Volumn , Issue , 2012, Pages 909-918

  Radinsky, Kira ^a   Davidovich, Sagie ^a   Markovitch, Shaul ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Future prediction; News prediction; Web knowledge for future prediction

Indexed keywords

DATA MINING TECHNIQUES; DATA SETS; EMPIRICAL EVALUATIONS; HUMAN-LEVEL PERFORMANCE; NATURAL LANGUAGES; NEWS ARTICLES; WORLD KNOWLEDGE;

ALGORITHMS; COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS; WORLD WIDE WEB;

FORECASTING;

EID: 84860855035     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2187836.2187958     Document Type: Conference Paper

References (41)

1. E. Agichtein and L. Gravano. Snowball: extracting relations from large plain-text collections. In Proc. of JCDL, pages 85-94, 2000.
2. Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric P. Xing, Alexander J. Smola, and Choon Hui Teo. Unified analysis of streaming news. In Proc. of WWW, 2011.
3. M. Banko and O. Etzioni. The tradeoffs between open and traditional relation extraction. In Proc. of ACL-08: HLT, 2008.
4. C. Bizer, T. Heath, and T. Berners-Lee. Linked data - the story so far. IJSWIS, 2009.
5. E. Blanco, N. Castell, and D. Moldovan. Causal Relation Extraction. In Proc. of LREC, 2008.
6. A. Carlson, J. Betteridge, B. Kisiel, B. Settles, E.R. Hruschka Jr., and T.M. Mitchell. Toward an architecture for never-ending language learning. In Proc. of AAAI, 2010.
7. N. Chambers and D. Jurafsky. Template-Based Information Extraction without the Templates. In Proc. of ACL, 2011.
8. N. Chambers, S Wang, and D. Jurafsky. Classifying temporal relations between events. In Proc. of ACL (Poster), 2007.
9. K. Chan and W. Lam. Extracting causation knowledge from natural language texts. IJIS, 20:327-358, 05.
10. Q. Do, Y. Chan, and D. Roth. Minimally supervised event causality identification. In EMNLP, 2011.
11. M. B. Eisen, P. T. Spellman, P. O. Brown, and D. Botstein. Cluster analysis and display of genome-wide expression patterns. PNAS, 95:14863-14868, 1998.
12. D. Garcia. Coatis, an nlp system to locate expressions of actions connected by causality links. In Proc. of EKAW, 1997.
13. R. Girju and D. Moldovan. Text mining for causal relations. In Proc. of FLAIRS, pages 360-364, 2002.
14. O. Glickman, I. Dagan, and M. Koppel. A probabilistic classidication approach for lexical textual entailment. In Proc. of AAAI, 2005.
15. M. Palmer H. Dang, K. Kipper and J. Rosenzweig. Investigating regular sense extensions based on intersective levin classes. In Proc. of Coling-ACL, 1998.
16. A. Jatowt and C.M Yeung. Extracting collective expectations about the future from large text collections. In Proc. of CIKM, 2011.
17. N. Ryant K. Kipper, A. Korhonen and M. Palmer. Extending verbnet with novel verb classes. In Proc. of LREC, 2006.
18. R. Kaplan and G. Berry-Rogghe. Knowledge-based acquisition of causal relationships in text. Knowledge Acquisition, 3:317-337, 1991.
19. C. Khoo, S. Chan, and Y. Niu. Extracting causal knowledge from a medical database using graphical patterns. In Proc. of ACL, pages 336-343, 2000.
20. J. Kim. Supervenience and mind. Selected Philosophical Essays, 1993.
21. M. Lapata and A. Lascarides. Learning sentence-internal temporal relations. JAIR, 27:85-117, 2006.
22. Douglas B. Lenat and R. V. Guha. Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project. Addison-Wesley, 1990.
23. B. Levin and M. Rappaport Hovav. A preliminary analysis of causative verbs in english. Lingua, 92:35-77, 1994.
24. D. Lin and P. Pantel. Dirt-discovery of inference rules from text. In Proc. of KDD, 2001.
25. X. Ling and D. Weld. Temporal information extraction. In Proc. of AAAI, 2010.
26. H. Liu and P. Singh. Conceptnet: A practical commonsense reasoning toolkit. BT Technology Journal, 22, 2004.
27. I. Mani, B. Schiffman, and J. Zhang. Inferring temporal ordering of events in news. In Proc. of HLT-NAACL 2003, 2003.
28. M. Marneffe, B. MacCartney, and C.D Manning. Generating typed dependency parses from phrase structure parses. In Proc. of LREC, 2006.
29. J. Michel, Y.K Shen, A. Aiden, A. Veres, M. Gray, Google Books Team, J. Pickett, D. Hoiberg, D. Clancy, P. Norvig, J. Orwant, S. Pinker, M. Nowak, and E. Aiden. Quantitative analysis of culture using millions of digitized books. Science, 331:176-182, 2011.
30. G. Miller. Wordnet: A lexical database for english. CACM, 38:39-41, 1995.
31. H. Mili E. Bicknell Rada, R. and M. Blettner. Development and application of a metric to semantic nets. IEEE Transactions on Systems, Man and Cybernetics, 19(1):17-30, 1989.
32. E. Riloff. Automatically Generating Extraction Patterns from Untagged Text. In Proc. of AAAI, 1996.
33. E. Riloff and R. Jones. Learning dictionaries for information extraction by multi-level bootstrapping. In Proc. of AAAI, 1999.
34. L. Schubert. Can we derive general world knowledge from texts? In Proc. of HLT 2002, 2002.
35. D. Shahaf and C. Guestrin. Connecting the dots between news articles. In Proc. of KDD, 2010.
36. A. Sil, F. Huang, and A. Yates. Extracting action and event semantics from web text. In Proc. of AAAI Fall Symposium on Commonsense Knowledge, 2010.
37. Michael Strube and Simone Paolo Ponzetto. Wikirelate! computing semantic relatedness using wikipedia. In Proc. of AAAI, 2006.
38. F. Suchanek, G Kasneci, and G. Weikum. Yago: a core of semantic knowledge. In Proc. of WWW, 2007.
39. M. Tatu and M. Srikanth. Experiments with reasoning for temporal relations between events. In Proc. of COLING, 2008.
40. P. Wolff, G. Song, and D. Driscoll. Models of causation and causal verbs. In Proc. of ACL, 2002.
41. K. Yoshikawa, S. Riedel, M. Asahara, and Y. Matsumoto. Jointly identifying temporal relations with markov logic. In Proc. of ACL-IJCNLP, 2009.