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

Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor 2026-07 Association for Computational Linguistics San Diego text conference publication 979-8-89176-426-2 nlp-css-2026-1 https://aclanthology.org/2026.nlpcss-1.0/ Prompt Perturbations Reveal Human-Like Biases in Large Language Model Survey Responses Jens Rupprecht author Georg Ahnert author Markus Strohmaier author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 rupprecht-etal-2026-prompt https://aclanthology.org/2026.nlpcss-1.1/ 2026-07 1 21 Borrowed Words, Borrowed Minds: Probing LLM Choice of English-Derived Loanwords in Japanese Joseph James author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 james-2026-borrowed https://aclanthology.org/2026.nlpcss-1.2/ 2026-07 22 36 Does Local News Stay Local?: Online Content Shifts in Sinclair-Acquired Stations Miriam Wanner author Sophia Hager author Anjalie Field author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 wanner-etal-2026-local https://aclanthology.org/2026.nlpcss-1.3/ 2026-07 37 82 Learning Moral Diversity: Modelling Individual Perspectives in Moral Classification of Texts Yi Ren author Lewis Mitchell author Matthew Roughan author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 ren-etal-2026-learning https://aclanthology.org/2026.nlpcss-1.4/ 2026-07 83 94 Launch and Aftermath: Contrasting Social Media Responses to Chatbot Releases. The Cases of Meta’s Galactica and OpenAI’s ChatGPT Maximilian Weber author Johannes B Gruber author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 weber-gruber-2026-launch https://aclanthology.org/2026.nlpcss-1.5/ 2026-07 95 102 When Do LLMs Need Human Experts? Evidence for Social Science from Jurisprudential Classification Caroline Cheng author Edward Stiglitz author David Mimno author Matthew Wilkens author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 cheng-etal-2026-llms https://aclanthology.org/2026.nlpcss-1.6/ 2026-07 103 112 An NLP Framework for Analyzing Corporate Strategic Behavior in the Opioid Industry Documents Archive Duy Dang Phu author Thìn Đặng Văn author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 phu-van-2026-nlp https://aclanthology.org/2026.nlpcss-1.7/ 2026-07 113 122 Beyond Acoustics: Isolating Dialectal and Sociolinguistic Bias in Spanish ASR Johnatan E Bonilla author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 bonilla-2026-beyond https://aclanthology.org/2026.nlpcss-1.8/ 2026-07 123 132 Who Speaks for Whom? LLM-Generated Survey Data as a Proxy for Public Opinion Radhakrishnan Venkatakrishnan author Travis Brodbeck author Michael D Young author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 venkatakrishnan-etal-2026-speaks https://aclanthology.org/2026.nlpcss-1.9/ 2026-07 133 148 Documenting Corporate Harm: A Semantic Action Trajectories Approach to the Opioid Industry Document Archive Shared Task Ben Miller author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 miller-2026-documenting https://aclanthology.org/2026.nlpcss-1.10/ 2026-07 149 158 Toward Unsupervised Conceptual Metaphor Discovery: A Case Study in Online Immigration Discourse Alexandria Leto author Maria Leonor Pacheco author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 leto-pacheco-2026-toward https://aclanthology.org/2026.nlpcss-1.11/ 2026-07 159 175 Simulating Social Attitudes with LLMs: Accuracy, Demographic Effects, and Refusal Behavior in the Sensitive Domain of Suicide Prevention Cristina J Perez author Michael P Vasquez Jr author Philippe Giabbanelli author Patrick Y Wu author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 perez-etal-2026-simulating https://aclanthology.org/2026.nlpcss-1.12/ 2026-07 176 189 Gender Disparities in LLM-Based Intimate Partner Violence Detection Tabia Tanzin Prama author Mikaela Irene Fudolig author Abigail M Crocker author Christopher M Danforth author Peter Dodds author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 prama-etal-2026-gender https://aclanthology.org/2026.nlpcss-1.13/ 2026-07 190 197 Datasets and Methods for Improving the Cultural Capabilities of NLP Systems: A Survey Tania Chakraborty author Eylon Caplan author Zhaoqing Wu author Kevin Cushing author Bruce Qin author Shreya Havaldar author Dan Goldwasser author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 chakraborty-etal-2026-datasets https://aclanthology.org/2026.nlpcss-1.14/ 2026-07 198 248 Towards More Transparent Online Campaigning: Detecting Political Campaign Content in Election-related Social Media Posts Abdullah Alabdullah author Conor Gaughan author Thomas Flavel author Shubhanjay Varma author Rachel Gibson author Marta Cantijoch author Alexandru Cernat author Riza Batista-Navarro author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 alabdullah-etal-2026-towards https://aclanthology.org/2026.nlpcss-1.15/ 2026-07 249 270 Mapping the Landscape of Unregulated eXplicit Contents on Reddit Msvpj Sathvik author Manan Roy Choudhury author Rishita Agarwal author Sathwik Narkedimilli author Thao Ha author Liesel Sharabi author Vivek Gupta author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 sathvik-etal-2026-mapping https://aclanthology.org/2026.nlpcss-1.16/ 2026-07 271 292 From Adoption to Adaptation: Tracing the Diffusion of New Emojis on Twitter Yuhang Zhou author Xuan Lu author Wei Ai author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 zhou-etal-2026-adoption https://aclanthology.org/2026.nlpcss-1.17/ 2026-07 293 306 The Hidden Language of Harm: Examining the Role of Emojis in Harmful Online Communication and Content Moderation Yuhang Zhou author Yimin Xiao author Wei Ai author Ge Gao author 2026-07 text Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science Dallas Card editor Anjalie Field editor Katherine Keith editor Julia Mendelsohn editor Association for Computational Linguistics San Diego conference publication 979-8-89176-426-2 zhou-etal-2026-hidden https://aclanthology.org/2026.nlpcss-1.19/ 2026-07 322 340