Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science

Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor 2020-11 Association for Computational Linguistics Online text conference publication nlp-css-2020-natural 10.18653/v1/2020.nlpcss-1.0 https://aclanthology.org/2020.nlpcss-1.0/ Measuring Linguistic Diversity During COVID-19 Jonathan Dunn author Tom Coupe author Benjamin Adams author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication dunn-etal-2020-measuring 10.18653/v1/2020.nlpcss-1.1 https://aclanthology.org/2020.nlpcss-1.1/ 2020-11 1 10 Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling Philipp Grandeit author Carolyn Haberkern author Maximiliane Lang author Jens Albrecht author Robert Lehmann author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication grandeit-etal-2020-using 10.18653/v1/2020.nlpcss-1.2 https://aclanthology.org/2020.nlpcss-1.2/ 2020-11 11 23 Swimming with the Tide? Positional Claim Detection across Political Text Types Nico Blokker author Erenay Dayanik author Gabriella Lapesa author Sebastian Padó author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication blokker-etal-2020-swimming 10.18653/v1/2020.nlpcss-1.3 https://aclanthology.org/2020.nlpcss-1.3/ 2020-11 24 34 I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic Lynnette Hui Xian Ng author Roy Ka-Wei Lee author Md Rabiul Awal author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication ng-etal-2020-miss 10.18653/v1/2020.nlpcss-1.5 https://aclanthology.org/2020.nlpcss-1.5/ 2020-11 41 49 Assessing population-level symptoms of anxiety, depression, and suicide risk in real time using NLP applied to social media data Alex Fine author Patrick Crutchley author Jenny Blase author Joshua Carroll author Glen Coppersmith author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication fine-etal-2020-assessing 10.18653/v1/2020.nlpcss-1.6 https://aclanthology.org/2020.nlpcss-1.6/ 2020-11 50 54 Viable Threat on News Reading: Generating Biased News Using Natural Language Models Saurabh Gupta author Hong Huy Nguyen author Junichi Yamagishi author Isao Echizen author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication gupta-etal-2020-viable 10.18653/v1/2020.nlpcss-1.7 https://aclanthology.org/2020.nlpcss-1.7/ 2020-11 55 65 Unsupervised Anomaly Detection in Parole Hearings using Language Models Graham Todd author Catalin Voss author Jenny Hong author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication todd-etal-2020-unsupervised 10.18653/v1/2020.nlpcss-1.8 https://aclanthology.org/2020.nlpcss-1.8/ 2020-11 66 71 Identifying Worry in Twitter: Beyond Emotion Analysis Reyha Verma author Christian von der Weth author Jithin Vachery author Mohan Kankanhalli author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication verma-etal-2020-identifying 10.18653/v1/2020.nlpcss-1.9 https://aclanthology.org/2020.nlpcss-1.9/ 2020-11 72 82 Text Zoning and Classification for Job Advertisements in German, French and English Ann-Sophie Gnehm author Simon Clematide author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication gnehm-clematide-2020-text 10.18653/v1/2020.nlpcss-1.10 https://aclanthology.org/2020.nlpcss-1.10/ 2020-11 83 93 Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings Katja Geertruida Schmahl author Tom Julian Viering author Stavros Makrodimitris author Arman Naseri Jahfari author David Tax author Marco Loog author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication schmahl-etal-2020-wikipedia 10.18653/v1/2020.nlpcss-1.11 https://aclanthology.org/2020.nlpcss-1.11/ 2020-11 94 103 Effects of Anonymity on Comment Persuasiveness in Wikipedia Articles for Deletion Discussions Yimin Xiao author Lu Xiao author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication xiao-xiao-2020-effects 10.18653/v1/2020.nlpcss-1.12 https://aclanthology.org/2020.nlpcss-1.12/ 2020-11 104 115 Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty Katherine Keith author Christoph Teichmann author Brendan O’Connor author Edgar Meij author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication keith-etal-2020-uncertainty 10.18653/v1/2020.nlpcss-1.13 https://aclanthology.org/2020.nlpcss-1.13/ 2020-11 116 131 Recalibrating classifiers for interpretable abusive content detection Bertie Vidgen author Scott A Hale author Sam Staton author Tom Melham author Helen Margetts author Ohad Kammar author Marcin Szymczak author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication vidgen-etal-2020-recalibrating 10.18653/v1/2020.nlpcss-1.14 https://aclanthology.org/2020.nlpcss-1.14/ 2020-11 132 138 Predicting independent living outcomes from written reports of social workers Angelika Maier author Philipp Cimiano author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication maier-cimiano-2020-predicting 10.18653/v1/2020.nlpcss-1.15 https://aclanthology.org/2020.nlpcss-1.15/ 2020-11 139 148 Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity Wei-Fan Chen author Khalid Al Khatib author Henning Wachsmuth author Benno Stein author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication chen-etal-2020-analyzing 10.18653/v1/2020.nlpcss-1.16 https://aclanthology.org/2020.nlpcss-1.16/ 2020-11 149 154 Mapping Local News Coverage: Precise location extraction in textual news content using fine-tuned BERT based language model Sarang Gupta author Kumari Nishu author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication gupta-nishu-2020-mapping 10.18653/v1/2020.nlpcss-1.17 https://aclanthology.org/2020.nlpcss-1.17/ 2020-11 155 162 Foreigner-directed speech is simpler than native-directed: Evidence from social media Aleksandrs Berdicevskis author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication berdicevskis-2020-foreigner 10.18653/v1/2020.nlpcss-1.18 https://aclanthology.org/2020.nlpcss-1.18/ 2020-11 163 172 Diachronic Embeddings for People in the News Felix Hennig author Steven Wilson author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication hennig-wilson-2020-diachronic 10.18653/v1/2020.nlpcss-1.19 https://aclanthology.org/2020.nlpcss-1.19/ 2020-11 173 183 Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling Mohammadzaman Zamani author H Andrew Schwartz author Johannes Eichstaedt author Sharath Chandra Guntuku author Adithya Virinchipuram Ganesan author Sean Clouston author Salvatore Giorgi author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication zamani-etal-2020-understanding 10.18653/v1/2020.nlpcss-1.21 https://aclanthology.org/2020.nlpcss-1.21/ 2020-11 193 198 Emoji and Self-Identity in Twitter Bios Jinhang Li author Giorgos Longinos author Steven Wilson author Walid Magdy author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication li-etal-2020-emoji 10.18653/v1/2020.nlpcss-1.22 https://aclanthology.org/2020.nlpcss-1.22/ 2020-11 199 211 Analyzing Gender Bias within Narrative Tropes Dhruvil Gala author Mohammad Omar Khursheed author Hannah Lerner author Brendan O’Connor author Mohit Iyyer author 2020-11 text Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science David Bamman editor Dirk Hovy editor David Jurgens editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Online conference publication gala-etal-2020-analyzing 10.18653/v1/2020.nlpcss-1.23 https://aclanthology.org/2020.nlpcss-1.23/ 2020-11 212 217