How Noisy Social Media Text, How Diffrnt Social Media Sources?

6th International Joint Conference on Natural Language Processing, IJCNLP 2013 - Proceedings of the Main Conference

Volumn , Issue , 2013, Pages 356-364

  Baldwin, Timothy ^a,b   Cook, Paul ^b   Lui, Marco ^a,b   MacKinlay, Andrew ^a,b   Wang, Li ^a,b  

^a CSIRO   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

SYNTACTICS;

DATATYPES; DESCRIPTIVE STATISTICS; OUTOF-VOCABULARY WORDS (OOV); SENTENCE LENGTH; SOCIAL MEDIA; SYSTEMATIC STUDY; TWITTER POSTS; WEB USERS; WIKIPEDIA; YOUTUBE;

SOCIAL NETWORKING (ONLINE);

EID: 85121726203     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (37)

1. Peter Adolphs, Stephan Oepen, Ulrich Callmeier, Berthold Crysmann, Dan Flickinger, and Bernd Kiefer. 2008. Some fine points of hybrid natural language parsing. In European Language Resources Association (ELRA), editor, Proc. of the 6th International Conference on Language Resources and Evaluation (LREC 2008), pages 1380–1387, Marrakech, Morocco.
2. Timothy Baldwin, Emily M. Bender, Dan Flickinger, Ara Kim, and Stephan Oepen. 2005. Beauty and the beast: What running a broad-coverage precision grammar over the BNC taught us about the grammar — and the corpus. In Stephan Kepser and Marga Reis, editors, Linguistic Evidence: Empirical, Theoretical, and Computational Perspectives, pages 49–69. Mouton de Gruyter, Berlin, Germany.
3. Hila Becker, Mor Naaman, and Luis Gravano. 2009. Event identification in social media. In Proceedings of the 12th International Workshop on the Web and Databases (WebDB 2009), Providence, USA.
4. Edward Benson, Aria Haghighi, and Regina Barzilay. 2011. Event discovery in social media feeds. In Proc. of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 389–398, Portland, USA.
5. Lou Burnard. 2000. User Reference Guide for the British National Corpus. Technical report, Oxford University Computing Services.
6. Kevin Burton, Niels Kasch, and Ian Soboroff. 2011. The ICWSM 2011 Spinn3r dataset. In Proceedings of the 5th International Conference on Weblogs and Social Media (ICWSM 2011), Barcelona, Spain.
7. Ulrich Callmeier. 2002. PET – a platform for experimentation with efficient HPSG processing techniques. In Stephan Oepen, Dan Flickinger, Jun’ichi Tsujii, and Hans Uszkoreit, editors, Collaborative Language Engineering. CSLI Publications, Stanford, USA.
8. Jacob Eisenstein, Brendan O’Connor, Noah A. Smith, and Eric P. Xing. 2010. A latent variable model for geographic lexical variation. In Proc. of the 2010 Conference on Empirical Methods in Natural Language Processing, pages 1277–1287, Cambridge, MA.
9. Jacod Eisenstein, Brendan O’Connor, Noad A. Smith, and Eric P. Xing. 2012. Mapping the geographical diffusion of new words. Arxiv preprint arXiv, 1210.5268.
10. Jacob Eisenstein. 2013. What to do about bad language on the internet. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2013), pages 359–369, Atlanta, USA.
11. Dan Flickinger, Stephan Oepen, Hans Uszkoreit, and Jun’ichi Tsujii. 2000. On building a more efficient grammar by exploiting types. Journal of Natural Language Engineering (Special Issue on Efficient Processing with HPSG), 6(1):15–28.
12. Dan Flickinger, Stephan Oepen, and Gisle YtrestØol. 2010. WikiWoods: Syntacto-semantic annotation for English wikipedia. In Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC 2010), Valletta, Malta.
13. Jennifer Foster, Ozlem Cetinoglu, Joachim Wagner, Joseph Le Roux, Joakim Nivre, Deirdre Hogan, and Josef van Genabith. 2011. From news to comment: Resources and benchmarks for parsing the language of web 2.0. In Proc. of the 5th International Joint Conference on Natural Language Processing, pages 893–901, Chiang Mai, Thailand.
14. Stephan Gouws, Dirk Hovy, and Donald Metzler. 2011. Unsupervised mining of lexical variants from noisy text. In Proceedings of the First workshop on Unsupervised Learning in NLP, pages 82–90, Edinburgh, UK.
15. Bo Han and Timothy 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 (ACL HLT 2011), pages 368–378, Portland, USA.
16. Bo Han, Paul Cook, and Timothy Baldwin. 2012a. Automatically constructing a normalisation dictionary for microblogs. In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 2012 (EMNLP-CoNLL 2012), pages 421–432, Jeju, Korea.
17. Bo Han, Paul Cook, and Timothy Baldwin. 2012b. Geolocation prediction in social media data by finding location indicative words. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), pages 1045–1062, Mumbai, India.
18. Bo Han, Paul Cook, and Timothy Baldwin. 2013. A stacking-based approach to twitter user geolocation prediction. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013): System Demonstrations, pages 7–12, Sofia, Bulgaria.
19. Lichan Hong, Gregorio Convertino, and Ed H. Chi. 2011. Language matters in Twitter: A large scale study. In Proceedings of the 5th International Conference on Weblogs and Social Media (ICWSM 2011), Barcelona, Spain.
20. Yuheng Hu, Kartik Talamadupula, and Subbarao Kambhampati. 2013. Dude, srsly?: The surprisingly formal nature of Twitters language. In Proceedings of the 7th International Conference on Weblogs and Social Media (ICWSM 2013), Boston, USA.
21. Akshay Java. 2007. A framework for modeling influence, opinions and structure in social media. In Proceedings of the 22nd Annual Conference on Artificial Intelligence (AAAI-07), pages 1933–1934.
22. Adam Kilgarriff. 2001. Comparing corpora. International Journal of Corpus Linguistics, 6(1):97–133.
23. Marco Lui and Timothy Baldwin. 2012. langid.py: An off-the-shelf language identification tool. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012) Demo Session, pages 25–30, Jeju, Republic of Korea.
24. Derek O’Callaghan, Martin Harrigan, Joe Carthy, and Pádraig Cunningham. 2012. Network analysis of recurring YouTube spam campaigns. In Proceedings of the 6th International Conference on Weblogs and Social Media (ICWSM 2012), pages 531–534, Dublin, Ireland.
25. Olutobi Owoputi, Brendan OConnor, Chris Dyer, Kevin Gimpel, Nathan Schneider, and Noah A. Smith. 2013. Improved part-of-speech tagging for online conversational text with word clusters. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2013), Atlanta, USA.
26. Sasa Petrovic, Miles Osborne, and Victor Lavrenko. 2012. Using paraphrases for improving first story detection in news and Twitter. In Proc. of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 338–346, Montréal, Canada.
27. Daniel Preotiuc-Pietro, Sina Samangooei, Trevor Cohn, Nicholas Gibbins, and Mahesan Niranjan. 2012. Trendminer: An architecture for real time analysis of social media text. In Proceedings of the ICWSM 2013 Workshop on Real-Time Analysis and Mining of Social Streams, Dublin, Ireland.
28. Jonathon Read, Rebecca Dridan, Stephan Oepen, and Lars JØorgen Solberg. 2012a. Sentence boundary detection: A long solved problem? In Proceedings of COLING 2012: Posters, pages 985–994, Mumbai, India.
29. Jonathon Read, Dan Flickinger, Rebecca Dridan, Stephan Oepen, and Lilja Øvrelid. 2012b. The WeSearch corpus, treebank, and treecache – a comprehensive sample of user-generated content. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012), pages 1829–1835, Istanbul, Turkey.
30. Luz Rello and Ricardo Baeza-Yates. 2012. Social media is NOT that bad! the lexical quality of social media. In Proceedings of the 6th International Conference on Weblogs and Social Media (ICWSM 2012), Dublin, Ireland.
31. Alan Ritter, Sam Clark, Mausam, and Oren Etzioni. 2011. Named entity recognition in tweets: An experimental study. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP 2011), pages 1524–1534, Edinburgh, UK.
32. Alan Ritter, Mausam, Oren Etzioni, and Sam Clark. 2012. Open domain event extraction from Twitter. In Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 1104–1112, Beijing, China.
33. Stephen Roller, Michael Speriosu, Sarat Rallapalli, Benjamin Wing, and Jason Baldridge. 2012. Supervised text-based geolocation using language models on an adaptive grid. In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning 2012 (EMNLP-CoNLL 2012), pages 1500–1510, Jeju Island, Korea.
34. Semiocast. 2010. Half of messages on twitter are not in English — Japanese is the second most used language. Technical report, Semiocast.
35. Andreas Stolcke. 2002. SRILM - an extensible language modeling toolkit. In Proc. of the International Conference on Spoken Language Processing, volume 2, pages 901–904, Denver, USA.
36. Benjamin Wing and Jason Baldridge. 2011. Simple supervised document geolocation with geodesic grids. In Proc. of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 955–964, Portland, USA.
37. Jie Yin, Andrew Lampert, Mark Cameron, Bella Robinson, and Robert Power. 2012. Using social media to enhance emergency situation awareness. IEEE Intelligent Systems, 27(6):52–59.