Im chattin :-) u wanna NLP it: Analyzing Reduction in Chat

Authors

  • Hans van Halteren Centre for Language Studies, Radboud University Nijmegen
  • Craig H. Martell Centre for Language Studies, Radboud University Nijmegen
  • Du Caixia Centre for Language Studies, Radboud University Nijmegen
  • Yan Gu Centre for Language Studies, Radboud University Nijmegen
  • Johan Kobben Centre for Language Studies, Radboud University Nijmegen
  • Leequisach Panjaitan Centre for Language Studies, Radboud University Nijmegen
  • Louise Schubotz Centre for Language Studies, Radboud University Nijmegen
  • Kateryna Vasylenko Centre for Language Studies, Radboud University Nijmegen
  • Yulia Vladimirova Centre for Language Studies, Radboud University Nijmegen

Abstract

In this paper, we study the conditions in which words are reduced in chat text, in particular whether these conditions resemble those found for reduction in spoken text. We extract instances of five types of reduction from the 2Mw NPS Chat corpus, and apply regression analysis to measure the level of influence for 9 potentially predicting features. Although we do find significant effects, there appears to be no relation to the findings for speech. Furthermore, only the feature representing individual preferences is shown to have a substantial explanatory value. We conclude that for a reliable prediction on a chatter’s choice to use reduction, we need to look further than our limited set of features and apply more intricate analyses, both of which necessitate access to more extensive and more accessible chat data.

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Published

2011-12-01

How to Cite

van Halteren, H., Martell, C. H., Caixia, D., Gu, Y., Kobben, J., Panjaitan, L., Schubotz, L., Vasylenko, K., & Vladimirova, Y. (2011). Im chattin :-) u wanna NLP it: Analyzing Reduction in Chat. Computational Linguistics in the Netherlands Journal, 1, 95–108. Retrieved from https://clinjournal.org/clinj/article/view/9

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Articles