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title: "Workshop on Natural Language Processing and Computational"
description: "Workshop on Natural Language Processing and Computational Social Science 2026 — accepted papers: 12 papers in the Elamur Research…"
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# Workshop on Natural Language Processing and Computational Social Science 2026 — accepted papers

Workshop on Natural Language Processing and Computational Social Science 2026 is the 2026 edition of the Workshop on Natural Language Processing and Computational Social Science, held in San Diego, July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 20 papers of it; our library holds 12 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 San Diego · 🗓 July 2026

[**20** papers in the proceedings](#all) · [**12** works in our library](https://md.research.elamur.ai/free/en/venues/nlpcss/2026/#works) · [**2** citations of these works](https://md.research.elamur.ai/free/en/venues/nlpcss/2026/#works)

## All accepted papers (20)

The most cited first; 12 with our summary link to their page here, the others to the original.

1. **[An NLP Framework for Analyzing Corporate Strategic Behavior in the Opioid Industry Documents Archive](https://md.research.elamur.ai/free/en/papers/phu-2026-nlp-framework-analyzing-corporate-strategic/)**Duy Dang Phu, Thìn Đặng Văn*our summary*
2. **[Belief Is All You Need: Signed Belief Graph Neural Networks for Topic Modeling in Conspiratorial Discourse](https://md.research.elamur.ai/free/en/papers/shimgekar-2026-belief-is-all-you-need/)**Soorya Ram Shimgekar, Abhay Goyal, Roy Ka-Wei Lee et al.*our summary*
3. **[Beyond Acoustics: Isolating Dialectal and Sociolinguistic Bias in Spanish ASR ↗](https://aclanthology.org/2026.nlpcss-1.8/)**Johnatan E. Bonilla
4. **[Borrowed Words, Borrowed Minds: Probing LLM Choice of English-Derived Loanwords in Japanese ↗](https://aclanthology.org/2026.nlpcss-1.2/)**Joseph James
5. **[Datasets and Methods for Improving the Cultural Capabilities of NLP Systems: A Survey ↗](https://aclanthology.org/2026.nlpcss-1.14/)**Tania Chakraborty, Eylon Caplan, Zhaoqing Wu et al.
6. **[Documenting Corporate Harm: A Semantic Action Trajectories Approach to the Opioid Industry Document Archive Shared Task](https://md.research.elamur.ai/free/en/papers/miller-2026-documenting-corporate-harm-semantic-action/)**Ben Miller*our summary*
7. **[Does Local News Stay Local?: Online Content Shifts in Sinclair-Acquired Stations](https://md.research.elamur.ai/free/en/papers/wanner-2026-does-local-news-stay-local/)**Miriam Wanner, Sophia Hager, Anjalie Field*our summary*
8. **[From Adoption to Adaptation: Tracing the Diffusion of New Emojis on Twitter ↗](https://aclanthology.org/2026.nlpcss-1.17/)**Yuhang Zhou, Xuan Lu, Wei Ai
9. **[Gender Disparities in LLM-Based Intimate Partner Violence Detection](https://md.research.elamur.ai/free/en/papers/prama-2026-gender-disparities-llm-based-intimate/)**Tabia Tanzin Prama, Mikaela Irene Fudolig, Abigail M. Crocker et al.*our summary*
10. **[Launch and Aftermath: Contrasting Social Media Responses to Chatbot Releases. The Cases of Meta's Galactica and OpenAI's ChatGPT](https://md.research.elamur.ai/free/en/papers/weber-2026-launch-aftermath-contrasting-social-media/)**Maximilian Weber, Johannes B. Gruber*our summary*
11. **[Learning Moral Diversity: Modelling Individual Perspectives in Moral Classification of Texts](https://md.research.elamur.ai/free/en/papers/ren-2026-learning-moral-diversity-modelling-individual/)**Yi Ren, Lewis Mitchell, Matthew Roughan*our summary*
12. **[Mapping the Landscape of Unregulated eXplicit Contents on Reddit ↗](https://aclanthology.org/2026.nlpcss-1.16/)**Msvpj Sathvik, Manan Roy Choudhury, Rishita Agarwal et al.
13. **[Prompt Perturbations Reveal Human-Like Biases in Large Language Model Survey Responses](https://md.research.elamur.ai/free/en/papers/rupprecht-2026-prompt-perturbations-reveal-human-like/)**Jens Rupprecht, Georg Ahnert, Markus Strohmaier*our summary*
14. **[Simulating Social Attitudes with LLMs: Accuracy, Demographic Effects, and Refusal Behavior in the Sensitive Domain of Suicide Prevention](https://md.research.elamur.ai/free/en/papers/perez-2026-simulating-social-attitudes-llms-accuracy/)**Cristina J. Perez, Michael P. Vasquez Jr, Philippe Giabbanelli et al.*our summary*
15. **[Social Construction of Urban Space: Using LLMs to Identify Neighborhood Boundaries From Craigslist Ads](https://md.research.elamur.ai/free/en/papers/visokay-2026-social-construction-urban-space-llms/)**Adam Visokay, Ruth Bagley, Chris Hess et al.*our summary*
16. **[The Hidden Language of Harm: Examining the Role of Emojis in Harmful Online Communication and Content Moderation](https://md.research.elamur.ai/free/en/papers/zhou-2026-hidden-language-harm-examining-role/)**Yuhang Zhou, Yimin Xiao, Wei Ai et al.*our summary*
17. **[Toward Unsupervised Conceptual Metaphor Discovery: A Case Study in Online Immigration Discourse ↗](https://aclanthology.org/2026.nlpcss-1.11/)**Alexandria Leto, Maria Leonor Pacheco
18. **[Towards More Transparent Online Campaigning: Detecting Political Campaign Content in Election-related Social Media Posts ↗](https://aclanthology.org/2026.nlpcss-1.15/)**Abdullah Alabdullah, Conor Gaughan, Thomas Flavel et al.
19. **[When Do LLMs Need Human Experts? Evidence for Social Science from Jurisprudential Classification ↗](https://aclanthology.org/2026.nlpcss-1.6/)**Caroline Cheng, Edward Stiglitz, David Mimno et al.
20. **[Who Speaks for Whom? LLM-Generated Survey Data as a Proxy for Public Opinion](https://md.research.elamur.ai/free/en/papers/venkatakrishnan-2026-who-speaks-whom-llm-generated/)**Radhakrishnan Venkatakrishnan, Travis Brodbeck, Michael D. Young*our summary*

## Papers with our summary in our library (12)

The most cited first (OpenAlex citations plus our library's).

1. **[Prompt Perturbations Reveal Human-Like Biases in Large Language Model Survey Responses](https://md.research.elamur.ai/free/en/papers/rupprecht-2026-prompt-perturbations-reveal-human-like/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Jens Rupprecht, Georg Ahnert, Markus Strohmaier*2026 · 1 citation*
2. **[The Hidden Language of Harm: Examining the Role of Emojis in Harmful Online Communication and Content Moderation](https://md.research.elamur.ai/free/en/papers/zhou-2026-hidden-language-harm-examining-role/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Yuhang Zhou, Yimin Xiao, Wei Ai, et al.*2026 · 1 citation*
3. **[Documenting Corporate Harm: A Semantic Action Trajectories Approach to the Opioid Industry Document Archive Shared Task](https://md.research.elamur.ai/free/en/papers/miller-2026-documenting-corporate-harm-semantic-action/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Ben Miller*2026*
4. **[Simulating Social Attitudes with LLMs: Accuracy, Demographic Effects, and Refusal Behavior in the Sensitive Domain of Suicide Prevention](https://md.research.elamur.ai/free/en/papers/perez-2026-simulating-social-attitudes-llms-accuracy/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Cristina J. Perez, Michael P. Vasquez Jr, Philippe Giabbanelli, et al.*2026*
5. **[An NLP Framework for Analyzing Corporate Strategic Behavior in the Opioid Industry Documents Archive](https://md.research.elamur.ai/free/en/papers/phu-2026-nlp-framework-analyzing-corporate-strategic/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Duy Dang Phu, Thìn Đặng Văn*2026*
6. **[Gender Disparities in LLM-Based Intimate Partner Violence Detection](https://md.research.elamur.ai/free/en/papers/prama-2026-gender-disparities-llm-based-intimate/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Tabia Tanzin Prama, Mikaela Irene Fudolig, Abigail M. Crocker, et al.*2026*
7. **[Learning Moral Diversity: Modelling Individual Perspectives in Moral Classification of Texts](https://md.research.elamur.ai/free/en/papers/ren-2026-learning-moral-diversity-modelling-individual/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Yi Ren, Lewis Mitchell, Matthew Roughan*2026*
8. **[Belief Is All You Need: Signed Belief Graph Neural Networks for Topic Modeling in Conspiratorial Discourse](https://md.research.elamur.ai/free/en/papers/shimgekar-2026-belief-is-all-you-need/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Soorya Ram Shimgekar, Abhay Goyal, Roy Ka-Wei Lee, et al.*2026*
9. **[Who Speaks for Whom? LLM-Generated Survey Data as a Proxy for Public Opinion](https://md.research.elamur.ai/free/en/papers/venkatakrishnan-2026-who-speaks-whom-llm-generated/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Radhakrishnan Venkatakrishnan, Travis Brodbeck, Michael D. Young*2026*
10. **[Social Construction of Urban Space: Using LLMs to Identify Neighborhood Boundaries From Craigslist Ads](https://md.research.elamur.ai/free/en/papers/visokay-2026-social-construction-urban-space-llms/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Adam Visokay, Ruth Bagley, Chris Hess, et al.*2026*
11. **[Does Local News Stay Local?: Online Content Shifts in Sinclair-Acquired Stations](https://md.research.elamur.ai/free/en/papers/wanner-2026-does-local-news-stay-local/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Miriam Wanner, Sophia Hager, Anjalie Field*2026*
12. **[Launch and Aftermath: Contrasting Social Media Responses to Chatbot Releases. The Cases of Meta's Galactica and OpenAI's ChatGPT](https://md.research.elamur.ai/free/en/papers/weber-2026-launch-aftermath-contrasting-social-media/) [Workshop on Natural Language Processing and Computational Social Science](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Maximilian Weber, Johannes B. Gruber*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (2)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

## Fields

[Social Sciences (12)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Science (9)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (7)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Medicine (1)](https://md.research.elamur.ai/free/en/shelves/medicine/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Ge Gao**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/ge-gao/) · [🧑‍🔬**Jens Rupprecht**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/jens-rupprecht/) · [🧑‍🔬**Markus Strohmaier**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/markus-strohmaier/) · [🧑‍🔬**Wei Ai**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/wei-ai/) · [🧑‍🔬**Yimin Xiao**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/yimin-xiao/) · [🧑‍🔬**Yuhang Zhou**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/yuhang-zhou/) · [🧑‍🔬**Anjalie Field**1 work here](https://md.research.elamur.ai/free/en/authors/anjalie-field/) · [🧑‍🔬**Christopher M. Danforth**1 work here](https://md.research.elamur.ai/free/en/authors/christopher-m-danforth/) · [🧑‍🔬**Duy Dang Phu**1 work here](https://md.research.elamur.ai/free/en/authors/duy-dang-phu/) · [🧑‍🔬**Peter Sheridan Dodds**1 work here](https://md.research.elamur.ai/free/en/authors/peter-sheridan-dodds/) · [🧑‍🔬**Rob Voigt**1 work here](https://md.research.elamur.ai/free/en/authors/rob-voigt/) · [🧑‍🔬**Roy Ka-Wei Lee**1 work here](https://md.research.elamur.ai/free/en/authors/roy-ka-wei-lee/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Adelaide University** Adelaide · Australia 2 works here](https://md.research.elamur.ai/free/en/universities/adelaide-university/) · [🎓**The University of Adelaide** Adelaide · Australia 2 works here](https://md.research.elamur.ai/free/en/universities/the-university-of-adelaide/) · [🎓**University of Vermont** Burlington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-vermont/) · [🎓**Northwestern University** Evanston · United States 1 work here](https://md.research.elamur.ai/free/en/universities/northwestern-university/) · [🎓**Vietnam National University Ho Chi Minh City** Ho Chi Minh City · Vietnam 1 work here](https://md.research.elamur.ai/free/en/universities/vietnam-national-university-ho-chi-minh-city/) · [🎓**Johns Hopkins University** Baltimore · United States 1 work here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Kennesaw State University** Kennesaw · United States 1 work here](https://md.research.elamur.ai/free/en/universities/kennesaw-state-university/) · [🎓**University of Mannheim** Mannheim · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-mannheim/) · [🎓**University of Canterbury** Christchurch · New Zealand 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-canterbury/) · [🎓**Johannes Gutenberg University Mainz** Mainz · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/johannes-gutenberg-university-mainz/) · [🎓**University of Washington** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of Illinois Chicago** Chicago · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-illinois-chicago/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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