What to do about bad language on the internet

Proceedings of the 2nd Workshop on Computational Linguistics for Literature, CLfL 2013 at the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2013

Volumn , Issue , 2013, Pages 359-369

  Eisenstein, Jacob ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS;

COMPUTER-MEDIATED COMMUNICATION; CRITICAL REVIEW; DOMAIN ADAPTATION; NORMALISATION; PAPER SURVEYS; SOCIAL MEDIA; TWO PATHS;

SOCIAL NETWORKING (ONLINE);

EID: 85121758367     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (76)

1. Noor Ali-Hasan and Lada Adamic. 2007. Expressing social relationships on the blog through links and comments. In Proceedings of ICWSM.
2. American Society of Newspaper Editors. 1999. 1999 Newsroom Census: Minority Employment Inches up in Daily Newspapers. American Society of Newspaper Editors, Reston, VA.
3. Jannis Androutsopoulos. 2011. Language change and digital media: a review of conceptions and evidence. In Nikolas Coupland and Tore Kristiansen, editors, Standard Languages and Language Standards in a Changing Europe. Novus, Oslo.
4. Jacques Anis. 2007. Neography: Unconventional spelling in French SMS text messages. In Brenda Danet and Susan C. Herring, editors, The multilingual internet: Language, culture, and communication online, pages 87 – 115. Oxford University Press.
5. Shlomo Argamon, Moshe Koppel, James W. Pennebaker, and Jonathan Schler. 2007. Mining the blogosphere: age, gender, and the varieties of self-expression. First Monday, 12(9).
6. AiTi Aw, Min Zhang, Juan Xiao, and Jian Su. 2006. A phrase-based statistical model for SMS text normalization. In Proceedings of ACL, pages 33–40.
7. Lars Backstrom, Eric Sun, and Cameron Marlow. 2010. Find me if you can: improving geographical prediction with social and spatial proximity. In Proceedings of WWW, pages 61–70.
8. David Bamman, Jacob Eisenstein, and Tyler Schnoebelen. 2012. Gender in twitter: Styles, stances, and social networks. Technical Report 1210.4567, arXiv, October.
9. Edward Benson, Aria Haghighi, and Regina Barzilay. 2011. Event discovery in social media feeds. In Proceedings of ACL.
10. Shane Bergsma, Paul McNamee, Mossaab Bagdouri, Clayton Fink, and Theresa Wilson. 2012. Language identification for creating language-specific twitter collections. In Proceedings of the Second Workshop on Language in Social Media, pages 65–74, June.
11. Steven Bird, Ewan Klein, and Edward Loper. 2009. Natural language processing with Python. O’Reilly Media, Incorporated.
12. danah boyd and Kate Crawford. 2012. Critical questions for big data. Information, Communication & Society, 15(5):662–679, May.
13. Samuel Brody and Nicholas Diakopoulos. 2011. Cooooooooooooooollllllllllllll!!!!!!!!!!!!!!: using word lengthening to detect sentiment in microblogs. In Proceedings of EMNLP.
14. Mary Bucholtz and Kira Hall. 2005. Identity and interaction: A sociocultural linguistic approach. Discourse studies, 7(4-5):585–614.
15. John D. Burger and John C. Henderson. 2006. An exploration of observable features related to blogger age. In AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs.
16. John D. Burger, John C. Henderson, George Kim, and Guido Zarrella. 2011. Discriminating gender on twitter. In Proceedings of the Conference on Empirical Methods in Natural Language Processing.
17. Monojit Choudhury, Rahul Saraf, Vijit Jain, Animesh Mukherjee, Sudeshna Sarkar, and Anupam Basu. 2007. Investigation and modeling of the structure of texting language. International Journal on Document Analysis and Recognition, 10(3):157–174.
18. Lauren B. Collister. 2011. *-repair in online discourse. Journal of Pragmatics, 43(3):918–921, February.
19. Lauren B. Collister. 2012. The discourse deictics and <- in a world of warcraft community. Discourse, Context & Media, 1(1):9–19, March.
20. Paul Cook and Suzanne Stevenson. 2009. An unsupervised model for text message normalization. In Proceedings of the NAACL-HLT Workshop on Computational Approaches to Linguistic Creativity, pages 71–78.
21. Nikolas Coupland. 2007. Style (Key Topics in Sociolinguistics). Cambridge University Press, July.
22. William M. Darling, Michael J. Paul, and Fei Song. 2012. Unsupervised part-of-speech tagging in noisy and esoteric domains with a syntactic-semantic bayesian hmm. In Proceedings of EACL Workshop on Semantic Analysis in Social Media.
23. Eli Dresner and Susan C. Herring. 2010. Functions of the non-verbal in cmc: Emoticons and illocutionary force. Communication Theory, 20(3):249–268.
24. Michelle Drouin and Claire Davis. 2009. R u txting? is the use of text speak hurting your literacy? Journal of Literacy Research, 41(1):46–67.
25. John W. Du Bois. 2007. The stance triangle. In Robert Engelbretson, editor, Stancetaking in discourse, pages 139–182. John Benjamins Publishing Company, Amsterdam/Philadelphia.
26. Penelope Eckert and Sally McConnell-Ginet. 2003. Language and Gender. Cambridge University Press, New York.
27. Penelope Eckert. 2000. Linguistic variation as social practice. Blackwell.
28. Penelope Eckert. 2008. Variation and the indexical field. Journal of Sociolinguistics, 12(4):453–476.
29. Jacob Eisenstein, Brendan O’Connor, Noah A. Smith, and Eric P. Xing. 2010. A latent variable model for geographic lexical variation. In Proceedings of EMNLP.
30. Jacob Eisenstein, Noah A. Smith, and Eric P. Xing. 2011. Discovering sociolinguistic associations with structured sparsity. In Proceedings of ACL.
31. Jacob Eisenstein, Brendan O’Connor, Noah A. Smith, and Eric P. Xing. 2012. Mapping the geographical diffusion of new words. Technical Report 1210.5268, arXiv.
32. Jacob Eisenstein. 2013. Phonological factors in social media writing. In Proceedings of the NAACL Workshop on Language Analysis in Social Media.
33. Tim Finin, Will Murnane, Anand Karandikar, Nicholas Keller, Justin Martineau, and Mark Dredze. 2010. Annotating named entities in twitter data with crowd-sourcing. In Proceedings of the NAACL HLT Workshop on Creating Speech and Language Data with Amazon’s Mechanical Turk.
34. Jenny R. Finkel, Trond Grenager, and Christopher Manning. 2005. Incorporating non-local information into information extraction systems by gibbs sampling. In Proceedings of ACL, pages 363–370.
35. 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 Proceedings of IJCNLP.
36. Kevin Gimpel, Nathan Schneider, Brendan O’Connor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, and Noah A. Smith. 2011. Part-of-speech tagging for twitter: annotation, features, and experiments. In Proceedings of ACL.
37. Scott A. Golder and Michael W. Macy. 2011. Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures. Science, 333(6051):1878–1881, September.
38. Stephan Gouws, Dirk Hovy, and Donald Metzler. 2011a. Unsupervised mining of lexical variants from noisy text. In Proceedings of the First workshop on Unsupervised Learning in NLP, pages 82–90, July.
39. Stephan Gouws, Donald Metzler, Congxing Cai, and Eduard Hovy. 2011b. Contextual bearing on linguistic variation in social media. In Proceedings of the ACL Workshop on Language in Social Media.
40. Lisa Green. 2002. African American English. Cambridge University Press.
41. Bo Han and Timothy Baldwin. 2011. Lexical normalisation of short text messages: Makn sens a# twitter. In Proceedings of ACL, volume 1.
42. Bo Han, Paul Cook, and Timothy Baldwin. 2012. Automatically constructing a normalisation dictionary for microblogs. In Proceedings of EMNLP.
43. Yuheng Hu, Kartik Talamadupula, and Subbarao Kambhampati. 2013. Dude, srsly?: The surprisingly formal nature of twitter’s language. In Proceedings of ICWSM.
44. Barbara Johnstone, Jennifer Andrus, and Andrew E Danielson. 2006. Mobility, indexicality, and the enregisterment of pittsburghese. Journal of English Linguistics, 34(2):77–104.
45. Lucy Jones. 2010. The changing face of spelling on the internet. Technical report, The English Spelling Society.
46. William Labov. 1972. Sociolinguistic patterns. Philadelphia: University of Pennsylvania Press.
47. William Labov. 2001. Principles of linguistic change. Vol.2: Social factors. Blackwell Publishers, Oxford.
48. Fei Liu, Fuliang Weng, Bingqing Wang, and Yang Liu. 2011a. Insertion, deletion, or substitution? normalizing text messages without pre-categorization nor supervision. In Proceedings of ACL, pages 71–76.
49. Xiaohua Liu, Shaodian Zhang, Furu Wei, and Ming Zhou. 2011b. Recognizing named entities in tweets. In Proceedings of ACL.
50. Xiaohua Liu, Ming Zhou, Xiangyang Zhou, Zhongyang Fu, and Furu Wei. 2012. Joint inference of named entity recognition and normalization for tweets. In Proceedings of ACL.
51. David McClosky, Eugene Charniak, and Mark Johnson. 2010. Automatic domain adaptation for parsing. In Proceedings of NAACL, pages 28–36, June.
52. Robert Munro and Christopher D. Manning. 2012. Short message communications: users, topics, and in-language processing. In Proceedings of the 2nd ACM Symposium on Computing for Development.
53. Mor Naaman, Hila Becker, and Luis Gravano. 2011. Hip and trendy: Characterizing emerging trends on twitter. Journal of the American Society for Information Science and Technology, 62(5):902–918.
54. Olutobi Owoputi, Brendan O’Connor, 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 NAACL.
55. John C. Paolillo. 1996. Language choice on soc.culture.punjab. Electronic Journal of Communication/La Revue Electronique de Communication, 6(3).
56. John C. Paolillo. 1999. The virtual speech community: Social network and language variation on irc. Journal of Computer-Mediated Communication, 4(4):0.
57. John C. Paolillo. 2001. Language variation on internet relay chat: A social network approach. Journal of Sociolinguistics, 5(2):180–213.
58. Slav Petrov and Ryan McDonald. 2012. Overview of the 2012 shared task on parsing the web. In Notes of the First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL).
59. Daniel Ramage, Sue Dumais, and D. Liebling. 2010. Characterizing microblogs with topic models. In Proceedings of ICWSM.
60. Delip Rao, David Yarowsky, Abhishek Shreevats, and Manaswi Gupta. 2010. Classifying latent user attributes in twitter. In Proceedings of Workshop on Search and mining user-generated contents.
61. Alan Ritter, Colin Cherry, and Bill Dolan. 2010. Unsupervised modeling of twitter conversations. In Proceedings of NAACL.
62. Alan Ritter, Sam Clark, Mausam, and Oren Etzioni. 2011. Named entity recognition in tweets: an experimental study. In Proceedings of EMNLP.
63. Sara Rosenthal and Kathleen McKeown. 2011. Age prediction in blogs: A study of style, content, and online behavior in pre- and Post-Social media generations. In Proceedings of ACL.
64. Takeshi Sakaki, Makoto Okazaki, and Yutaka Matsuo. 2010. Earthquake shakes twitter users: real-time event detection by social sensors. In Proceedings of WWW, pages 851–860.
65. Christina Sauper, Aria Haghighi, and Regina Barzilay. 2011. Content models with attitude. In Proceedings of ACL.
66. Beaux Sharifi, Mark-Anthony Hutton, and Jugal Kalita. 2010. Summarizing microblogs automatically. In Proceedings of NAACL.
67. Aaron Smith and Joanna Brewer. 2012. Twitter use 2012. Technical report, Pew Research Center, May.
68. Richard Sproat, Alan W Black, Stanley Chen, Shankar Kumar, Mari Ostendorf, and Christopher Richards. 2001. Normalization of non-standard words. Computer Speech & Language, 15(3):287–333.
69. Sali A. Tagliamonte and Derek Denis. 2008. Linguistic ruin? lol! instant messaging and teen language. American Speech, 83(1):3–34, March.
70. Mike Thelwall. 2009. Homophily in MySpace. J. Am. Soc. Inf. Sci., 60(2):219–231.
71. Crispin Thurlow. 2006. From statistical panic to moral panic: The metadiscursive construction and popular exaggeration of new media language in the print media. J. Computer-Mediated Communication, pages 667–701.
72. Kristina Toutanova, Dan Klein, Christopher D. Manning, and Yoram Singer. 2003. Feature-rich part-of-speech tagging with a cyclic dependency network. In Proceedings of NAACL.
73. Byron Wallace. 2012. Multiple narrative disentanglement: Unraveling infinite jest. In Proceedings of NAACL.
74. Joseph B. Walther and Kyle P. D’Addario. 2001. The impacts of emoticons on message interpretation in computer-mediated communication. Social Science Computer Review, 19(3):324–347.
75. Benjamin Wing and Jason Baldridge. 2011. Simple supervised document geolocation with geodesic grids. In Proceedings of ACL.
76. Tae Yano, William W. Cohen, and Noah A. Smith. 2009. Predicting response to political blog posts with topic models. In Proceedings of NAACL.