TwitIE: An open-source information extraction pipeline for microblog text

International Conference Recent Advances in Natural Language Processing, RANLP

Volumn , Issue , 2013, Pages 83-90

  Bontcheva, Kalina ^a   Derczynski, Leon ^a   Funk, Adam ^a   Greenwood, Mark A ^a   Maynard, Diana ^a   Aswani, Niraj ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

NATURAL LANGUAGE PROCESSING SYSTEMS; SOCIAL NETWORKING (ONLINE);

DATA IMPORT; METADATA HANDLING; MICRO-BLOG; NLP TOOLS; OPEN SOURCE INFORMATION; OPEN SOURCES; STATE-OF-THE-ART SYSTEM;

PIPELINES;

EID: 84890451186     PISSN: 13138502     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (31)

1. H. Becker, M. Naaman, and L. Gravano. 2011a. Selecting Quality Twitter Content for Events. In Proceedings of the Fifth International Conference on Weblogs and Social Media (ICWSM).
2. H. Becker, M. Naaman, and L. Gravano. 2011b. Beyond Trending Topics: Real-World Event Identification on Twitter. In Proceedings of the Fifth International Conference on Weblogs and Social Media (ICWSM).
3. K. Bontcheva and D. Rout. 2013. Making sense of social media through semantics: A survey. Semantic Web - Interoperability, Usability, Applicability.
4. S. Carter, W. Weerkamp, and E. Tsagkias. 2013. Microblog language identification: Overcoming the limitations of short, unedited and idiomatic text. Language Resources and Evaluation Journal.
5. W. Cavnar and J. Trenkle. 1994. N-gram-based text categorization. In Proceedings of the Annual Symposium on Document Analysis and Information Retrieval, pages 161-175.
6. D. Chakrabarti and K. Punera. 2011. Event Summarization Using Tweets. In Proceedings of the Fifth International Conference on Weblogs and Social Media (ICWSM).
7. H. Cunningham, D. Maynard, K. Bontcheva, and V. Tablan. 2002. Gate: an architecture for development of robust hlt applications. In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, pages 168-175.
8. H. Cunningham, V. Tablan, A. Roberts, and K. Bontcheva. 2013. Getting more out of biomedical documents with gate's full lifecycle open source text analytics. PLoS Computational Biology, 9(2):e1002854, 02.
9. H. Daumé and D. Marcu. 2007. Frustratingly easy domain adaptation. In Proceedings of the Annual meeting of the Association for Computational Linguistics.
10. A. Davis, A. Veloso, A. Soares, A. Laender, and W. Meira Jr. 2012. Named entity disambiguation in streaming data. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, pages 815-824, Jeju Island, Korea, July. Association for Computational Linguistics.
11. L. Derczynski, D. Maynard, N. Aswani, and K. Bontcheva. 2013a. Microblog-Genre Noise and Impact on Semantic Annotation Accuracy. In Proceedings of the 24th ACM Conference on Hypertext and Social Media. ACM.
12. L. Derczynski, A. Ritter, S. Clark, and K. Bontcheva. 2013b. Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy Data. In Proceedings of Recent Advances in Natural Language Processing (RANLP). Association for Computational Linguistics.
13. A. Farzindar and D. Inkpen, editors. 2012. Proceedings of the Workshop on Semantic Analysis in Social Media. Association for Computational Linguistics, Avignon, France, April.
14. J. Finkel, T. Grenager, and C. Manning. 2005. Incorporating non-local information into information extraction systems by Gibbs sampling. In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics, pages 363-370. Association for Computational Linguistics.
15. E. Forsyth and C. Martell. 2007. Lexical and discourse analysis of online chat dialog. In International Conference on Semantic Computing, pages 19-26. IEEE.
16. K. Gimpel, N. Schneider, B. O'Connor, D. Das, D. Mills, J. Eisenstein, M. Heilman, D. Yogatama, J. Flanigan, and N. Smith. 2011. Part-of-speech tagging for twitter: annotation, features, and experiments. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 42-47. ACL.
17. B. Han and T. Baldwin. 2011. Lexical normalisation of short text messages: makn sens a #twitter. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, HLT '11, pages 368-378.
18. B. Han, P. Cook, and T. Baldwin. 2012. Automatically constructing a normalisation dictionary for microblogs. In Proceedings of the conference on Empirical Methods in Natural Language Processing, pages 421-432. ACL.
19. X. Liu, M. Zhou, F. Wei, Z. Fu, and X. Zhou. 2012. Joint inference of named entity recognition and normalization for tweets. In Proceedings of the Association for Computational Linguistics, pages 526-535.
20. M. Marcus, B. Santorini, and M. Marcinkiewicz. 1993. Building a Large Annotated Corpus of English: The Penn Treebank. Computational Linguistics, 19(2):313-330.
21. M. Marrero, S. Sanchez-Cuadrado, J. Lara, and G. Andreadakis. 2009. Evaluation of Named Entity Extraction Systems. Advances in Computational Linguistics, Research in Computing Science, 41:47-58.
22. D. Maynard, K. Bontcheva, and D. Rout. 2012. Challenges in developing opinion mining tools for social media. In Proceedings of @NLP can u tag #usergeneratedcontent?! Workshop at LREC 2012, Turkey.
23. D. Nadeau and S. Sekine. 2007. A survey of named entity recognition and classification. Lingvisticae Investigationes, 30(1):3-26.
24. M. Nagarajan and M. Gamon, editors. 2011. LSM '11: Proceedings of the Workshop on Languages in Social Media, Stroudsburg, PA, USA. Association for Computational Linguistics.
25. A. Pak and P. Paroubek. 2010. Twitter as a corpus for sentiment analysis and opinion mining. In Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC).
26. A. Ritter, S. Clark, Mausam, and O. Etzioni. 2011. Named entity recognition in tweets: An experimental study. In Proc. of Empirical Methods for Natural Language Processing (EMNLP), Edinburgh, UK.
27. A. Roberts, R. Gaizauskas, M. Hepple, and Y. Guo. 2008. Combining terminology resources and statistical methods for entity recognition: an evaluation. Proceedings of the Conference on Language Resources and Evaluation (LRE'08).
28. M. Rowe, M. Stankovic, A. Dadzie, B. Nunes, and A. Cano. 2013. Making sense of microposts (#msm2013): Big things come in small packages. In Proceedings of the WWW Conference - Workshops.
29. R. Sproat, A. Black, S. Chen, S. Kumar, M. Ostendorf, and C. Richards. 2001. Normalization of non-standard words. Computer Speech & Language, 15(3):287-333.
30. K. Toutanova, D. Klein, C. D. Manning, and Y. Singer. 2003. Feature-rich part-of-speech tagging with a cyclic dependency network. In Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology, NAACL '03, pages 173-180.
31. M. van Erp, G. Rizzo, and R. Troncy. 2013. Learning with the Web: Spotting Named Entities on the intersection of NERD and Machine Learning. In Proceedings of the 3rd Workshop on Making Sense of Microposts (#MSM2013).