Papers Utilizing DLATK

The following peer reviewed publications have used DLATK:

2017

  • 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

  • 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)
  • 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.
  • 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
  • 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
  • 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.
  • 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.
  • 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).
  • Preotiuc-Pietro, D., Schwartz, H.A., Park, G., Eichstaedt, J., Kern, M., Ungar, L., Shulman, E.P. (2016). Modelling Valence and Arousal in Facebook Posts. Proceedings of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), NAACL.

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.
  • 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.
  • 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.
  • 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.

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.
  • 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.
  • 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.
  • 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.
  • 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.

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.
  • 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.
  • 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.
  • 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.