Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor 2022-11 Association for Computational Linguistics Abu Dhabi, UAE text conference publication nlp-css-2022-natural 10.18653/v1/2022.nlpcss-1.0 https://aclanthology.org/2022.nlpcss-1.0/ Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features Sourabh Zanwar author Daniel Wiechmann author Yu Qiao author Elma Kerz author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication zanwar-etal-2022-improving 10.18653/v1/2022.nlpcss-1.1 https://aclanthology.org/2022.nlpcss-1.1/ 2022-11 1 13 Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads Ann-sophie Gnehm author Eva Bühlmann author Helen Buchs author Simon Clematide author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication gnehm-etal-2022-fine 10.18653/v1/2022.nlpcss-1.2 https://aclanthology.org/2022.nlpcss-1.2/ 2022-11 14 24 Experiencer-Specific Emotion and Appraisal Prediction Maximilian Wegge author Enrica Troiano author Laura Oberländer author Roman Klinger author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication wegge-etal-2022-experiencer 10.18653/v1/2022.nlpcss-1.3 https://aclanthology.org/2022.nlpcss-1.3/ 2022-11 25 32 Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models Xiao Xu author Gert Stulp author Antal Van Den Bosch author Anne Gauthier author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication xu-etal-2022-understanding-narratives 10.18653/v1/2022.nlpcss-1.4 https://aclanthology.org/2022.nlpcss-1.4/ 2022-11 33 38 To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation Maja Stahl author Maximilian Spliethöver author Henning Wachsmuth author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication stahl-etal-2022-prefer 10.18653/v1/2022.nlpcss-1.6 https://aclanthology.org/2022.nlpcss-1.6/ 2022-11 39 51 Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups. Manuel Weigand author Maximilian Weber author Johannes Gruber author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication weigand-etal-2022-conspiracy 10.18653/v1/2022.nlpcss-1.8 https://aclanthology.org/2022.nlpcss-1.8/ 2022-11 52 58 Conditional Language Models for Community-Level Linguistic Variation Bill Noble author Jean-philippe Bernardy author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication noble-bernardy-2022-conditional 10.18653/v1/2022.nlpcss-1.9 https://aclanthology.org/2022.nlpcss-1.9/ 2022-11 59 78 Understanding Interpersonal Conflict Types and their Impact on Perception Classification Charles Welch author Joan Plepi author Béla Neuendorf author Lucie Flek author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication welch-etal-2022-understanding 10.18653/v1/2022.nlpcss-1.10 https://aclanthology.org/2022.nlpcss-1.10/ 2022-11 79 88 Examining Political Rhetoric with Epistemic Stance Detection Ankita Gupta author Su Lin Blodgett author Justin H Gross author Brendan O’Connor author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication gupta-etal-2022-examining 10.18653/v1/2022.nlpcss-1.11 https://aclanthology.org/2022.nlpcss-1.11/ 2022-11 89 104 Linguistic Elements of Engaging Customer Service Discourse on Social Media Sonam Singh author Anthony Rios author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication singh-rios-2022-linguistic 10.18653/v1/2022.nlpcss-1.12 https://aclanthology.org/2022.nlpcss-1.12/ 2022-11 105 117 Measuring Harmful Representations in Scandinavian Language Models Samia Touileb author Debora Nozza author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication touileb-nozza-2022-measuring 10.18653/v1/2022.nlpcss-1.13 https://aclanthology.org/2022.nlpcss-1.13/ 2022-11 118 125 Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? Kim Breitwieser author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication breitwieser-2022-contextualizing 10.18653/v1/2022.nlpcss-1.14 https://aclanthology.org/2022.nlpcss-1.14/ 2022-11 126 139 Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs Jinrui Yang author Sheilla Njoto author Marc Cheong author Leah Ruppanner author Lea Frermann author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference 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editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication wu-2022-analysis 10.18653/v1/2022.nlpcss-1.17 https://aclanthology.org/2022.nlpcss-1.17/ 2022-11 157 163 Extracting Associations of Intersectional Identities with Discourse about Institution from Nigeria Pavan Kantharaju author Sonja Schmer-galunder author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication kantharaju-schmer-galunder-2022-extracting 10.18653/v1/2022.nlpcss-1.18 https://aclanthology.org/2022.nlpcss-1.18/ 2022-11 164 169 OLALA: Object-Level Active Learning for Efficient Document Layout Annotation Zejiang Shen author Weining Li author Jian Zhao author Yaoliang Yu author Melissa Dell author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication shen-etal-2022-olala 10.18653/v1/2022.nlpcss-1.19 https://aclanthology.org/2022.nlpcss-1.19/ 2022-11 170 182 Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy author Nishanth Sridhar Nakshatri author Dan Goldwasser author 2022-11 text Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) David Bamman editor Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference 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Dirk Hovy editor David Jurgens editor Katherine Keith editor Brendan O’Connor editor Svitlana Volkova editor Association for Computational Linguistics Abu Dhabi, UAE conference publication ungless-etal-2022-robust 10.18653/v1/2022.nlpcss-1.23 https://aclanthology.org/2022.nlpcss-1.23/ 2022-11 207 217 Who is GPT-3? 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