Papers Utilizing DLATK

The following peer reviewed publications have used DLATK:

2017

  • Guntuku, S.C., Lin, W., Carpenter, J., Ng, W.K, Ungar, L. & Preotiuc-Pietro D. Studying Personality through the Content of Posted and Liked Images on Twitter. Proceedings of the 9th International ACM Web Science Conference, Web Science. PDF
  • Preotiuc-Pietro D., Liu Y., Hopkins, D. & Ungar, L. (2017). Beyond Binary Labels: Political Ideology Prediction of Twitter Users. Proceedings of the 55th Conference of the Association for Computational Linguistics, ACL. PDF
  • Almodaresi, F., Ungar, L., Kulkarni, V., Zakeri, M., Giorgi, S., and Schwartz, H.A., On the Distribution of Lexical Features in Social Media, ACL, 2017
  • Son, Y., Buffone, A., Schwartz, H.A., and Ungar, L., Recognizing Counterfactual Thinking in Social Media Texts, ACL, 2017
  • Abdul-Mageed, M., Buffone, A., Peng, H., Giorgi, S., Eichstaedt, J., and Ungar, L., Recognizing Pathogenic Empathy in Social Media, ICWSM, 2017

2016

  • Rouhizadeh, M., Ungar, L., Buffone, A. & Schwartz, H.A (2016). Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. PDF
  • Smith, L.K., Giorgi, S., Solanki, R., Eichstaedt, J.C., Schwartz, A.H., Abdul-Mageed, M., Buffone, A., & Ungar, L.H., (2016). Does 'well-being translate on Twitter?' Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) PDF
  • Carpenter, J., Preotiuc-Pietro D., Flekova L., Giorgi S., Hagan C., Kern M., Buffone A., Ungar L., Seligman M. (2016). Real Men don't say 'cute': Using Automatic Language Analysis to Isolate Inaccurate Aspects of Stereotypes. Social Psychological and Personality Science. PDF
  • Carpenter J, Crutchley P, Zilca RD, Schwartz HA, Smith LK, Cobb AM, Parks AC. Seeing the "Big" Picture: Big Data Methods for Exploring Relationships Between Usage, Language, and Outcome in Internet Intervention Data. J Med Internet Res 2016;18(8):e241 PDF
  • Preotiuc-Pietro D., Carpenter J., Giorgi S., Ungar L. (2016). Studying the Dark Triad of Personality through Twitter Behavior. Proceedings of the 25th ACM Conference on Information and Knowledge Management, CIKM PDF
  • Park, G., Yaden, D. B., Schwartz, H. A., Kern, M. L., Eichstaedt, J. C., Kosinski, M., ... & Seligman, M. E. (2016). Women are Warmer but No Less Assertive than Men: Gender and Language on Facebook. PloS one, 11(5), e0155885. PDF
  • Park, G., Schwartz, H.A., Sap, M., Kern, M.L., Weingarten, E., Eichstaedt, J.C., Berger, J., Stillwell, D.J., Kosinski, M., Ungar, L.H. & Seligman, M.E. (2015). Living in the Past, Present, and Future: Measuring Temporal Orientation with Language. Journal of personality. PDF
  • Schwartz, H.A., Sap, M., Kern, M.L., Eichstaedt, J.C., Kapelner, A., Agrawal, M., Blanco, E., Dziurzynski, L., Park, G., Stillwell, D. & Kosinski, M. (2016). Predicting individual well-being through the language of social media. In Biocomputing 2016: Proceedings of the Pacific Symposium (pp. 516-527). `PDF <>`_
  • Preotiuc-Pietro, D., Schwartz, H.A., Park, G., Eichstaedt, J., Kern, M., Ungar, L., Shulman, E.P. (2016). Modeling Valence and Arousal in Facebook Posts. Proceedings of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), NAACL. PDF

2015

  • Schwartz, H. A., Park, G., Sap, M., Weingarten, E., Eichstaedt, J., Kern, M., Stillwell, D., Kosinski, M., Berger, J., Seligman, M., & Ungar, L. (2015). Extracting Human Temporal Orientation from Facebook Language. NAACL-2015: Conference of the North American Chapter of the Association for Computational Linguistics. PDF
  • Eichstaedt, J. C., Schwartz, H. A., Kern, M. L., Park, G., Labarthe, D. R., Merchant, R. M., Jha, S., Agrawal, M., Dziurzynski, L. A., Sap, M., Weeg, C., Larson, E. E., Ungar, L. H., & Seligman, M. E. (2015). Psychological Language on Twitter Predicts County-Level Heart Disease Mortality. Psychological Science 26(2), 159-169. PDF
  • Yaden, D. B., Eichstaedt, J. C., Schwartz, H. A., Kern, M. L., Le Nguyen, K. D., Wintering, N. A., Hood, R. W., Jr., & Newberg, A. B. (2015, July 27). The Language of Ineffability: Linguistic Analysis of Mystical Experiences. Psychology of Religion and Spirituality. PDF
  • Preotiuc-Pietro, D., Sap, M., Schwartz, H. A., & Ungar, L. H. (2015). Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task. In Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, NAACL. PDF

2014

  • Park, G., Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Stillwell, D. J., Kosinski, M., Ungar, L. H., & Seligman, M. E. (in press). Automatic personality assessment through social media language. Journal of Personality and Social Psychology, Nov 3 , 2014. PDF
  • Sap, M., Park, G., Eichstaedt, J. C., Kern, M. L., Stillwell, D. J., Kosinski, M., Ungar, L. H., & Schwartz, H. A. (2014). Developing Age and Gender Predictive Lexica over Social Media. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1146–1151. PDF
  • Schwartz, H. A., Eichstaedt, J., Kern, M. L., Park, G., Sap, M., Stillwell, D., Kosinski, M., & Ungar, L. (2014). Towards Assessing Changes in Degree of Depression through Facebook. Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, Association for Computational Linguistics, 118-125. PDF
  • Kern, M. L., Eichstaedt, J. C., Schwartz, H. A., Dziurzynski, L., Ungar, L. H., Stillwell, D. J., Kosinski, M., Ramones, S. M., & Seligman, M. E. (2014). The Online Social Self: An Open Vocabulary Approach to Personality. Assessment, 21(2), 158-169. PDF
  • Kern, M. L., Eichstaedt, J. C., Schwartz, H. A., Park, G., Ungar, L. H., Stillwell, D. J., Kosinski, M., Dziurzynski, L., & Seligman, M. E. (2014). From "sooo excited!!!" to "so proud": Using language to study development. Developmental Psychology, 50(1), 178-188. PDF

2013

  • Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Dziurzynski, L., Ramones, S. M., Agrawal, M., Shah, A., Kosinski, M., Stillwell, D., Seligman, M. E., & Ungar, L. H. (2013). Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach. PLOS ONE, 8(9), e73791. PDF
  • Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Dziurzynski, L., Lucas, R. E., Agrawal, M., Park, G. J., Lakshmikanth, S. K., Jha, S., Seligman, M. E. P., & Ungar, L. H. (2013). Characterizing Geographic Variation in Well-Being using Tweets. Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media (ICWSM), Boston, MA. PDF
  • Schwartz, H. A., Eichstaedt, J. C., Dziurzynski, L., Kern, M. L., Blanco, E., Ramones, S., Seligman, M. E. P., & Ungar, L. H. (2013). Choosing the Right Words: Characterizing and Reducing Error of the Word Count Approach. Proceedings of SEM-2013: Second Joint Conference on Lexical and Computational Semantics, Atlanta, Georgia, USA. 296-305. PDF
  • Schwartz, H. A., Eichstaedt, J. C., Dziurzynski, L., Kern, M. L., Blanco, E., Kosinski, M., Stillwell, D., Seligman, M. E. P., & Ungar, L. H. (2013). Toward Personality Insights from Language Exploration in Social Media. Proceedings of the AAAI Spring Symposium Series: Analyzing Microtext, Stanford, California, USA. PDF