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🤝 General Social Sciences

66 papers · page 2 of 2 · 26–66 · the most cited first · all shelves

General Social Sciences is a subfield of Social Sciences in the OpenAlex classification of science. The topics most of its papers here are on: «Computational and Text Analysis Methods».

 Papers

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  1. Political Ideology Detection Using Recursive Neural NetworksMohit Iyyer, Peter Enns, Jordan Boyd-Graber, et al.2014 · 368 citations
  2. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceFederico Bianchi, Silvia Terragni, Dirk Hovy2021 · 365 citations
  3. The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
  4. The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
  5. Get out the vote: Determining support or opposition from Congressional floor-debate transcriptsMatt Thomas, Bo Pang, Lillian Lee2006 · 307 citations
  6. S2ORC: The Semantic Scholar Open Research CorpusKyle Lo, Lucy Lu Wang, Mark Neumann, et al.2019 · 297 citations
  7. A Bayesian Mixed Effects Model of Literary CharacterDavid Bamman, Ted Underwood, Noah A. Smith2014 · 285 citations
  8. Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsEmily Allaway, Kathleen McKeown2020 · 268 citations
  9. Revisiting Readability: A Unified Framework for Predicting Text QualityEmily Pitler, Ani Nenkova2008 · 253 citations
  10. Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsZhuoyan Li, Hangxiao Zhu, Zhuoran Lu, et al.2023 · 242 citations
  11. Stance Classification using Dialogic Properties of PersuasionMarilyn Walker, Pranav Anand, Rob Abbott, et al.2012 · 240 citations
  12. ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot LearningPetter Tornberg2023 · 230 citations
  13. Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP ResearchersChenglei Si, Diyi Yang, Tatsunori Hashimoto2024 · 182 citations
  14. On Releasing Annotator-Level Labels and Information in DatasetsVinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Diaz2021 · 168 citations
  15. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
  16. ConvoKit: A Toolkit for the Analysis of ConversationsJonathan P. Chang, Caleb Chiam, Liye Fu, et al.2020 · 137 citations
  17. POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance DetectionYujian Liu, Xinliang Frederick Zhang, David Wegsman, et al.2022 · 70 citations
  18. The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political DiscoursePere-Lluís Huguet Cabot, Verna Dankers, David Abadi, et al.2020 · 64 citations
  19. Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical StructureKelsey Allen, Giuseppe Carenini, Raymond Ng2014 · 60 citations
  20. Can Large Language Models Address Open-Target Stance Detection?Abu Ubaida Akash, Ahmed Fahmy, Amine Trabelsi2025 · 12 citations
  21. Large Language Models Are Good Term Extractors: A Systematic EvaluationRigouts Terryn, Ayla2026 · 1 citation
  22. Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation ApproachNahed Abdelgaber, Labiba Jahan, Arham Vinit Doshi, et al.2025 · 1 citation
  23. Creation of a Numerical Scoring System to Objectively Measure and Compare the Level of Rhetoric in Arabic Texts: A Feasibility Study, and A Working PrototypeMandar Marathe2025 · 1 citation
  24. HeBID: Detecting Social Identities in Hebrew-language Political TextGuy Mor-Lan, Naama Rivlin-Angert, Yael R. Kaplan, et al.2025 · 1 citation
  25. Arabic Text Sentiment Analysis: Reinforcing Human-Performed Surveys with Wider Topic AnalysisLatifah Almurqren, Ryan Hodgson, Alexandra Cristea2024 · 1 citation
  26. Dotless Representation of Arabic Text: Analysis and ModelingMaged S. Al-Shaibani, Irfan Ahmad2023 · 1 citation
  27. A Corpus of Persuasion Techniques in Slavic LanguagesJakub Piskorski, Dimitar Iliyanov Dimitrov, Marina Ernst, et al.2026
  28. Automatic Analysis of Collaboration through Human Conversational Data Resources: A ReviewYi Yu, Maria Boritchev, Chloé Clavel2026
  29. Construction of Japanese Prefectural Assembly Minutes Datasets across Three Electoral Terms: Comparative Analysis of 2011, 2015, and 2019 Four-Year PeriodsKeiichi Takamaru, Hokuto Ototake, Yuzu Uchida, et al.2026
  30. Detecting Experiential Intertextuality Across Migration Routes: Beyond Surface Similarity in French NarrativesSakayo Toadoum Sari, Nelly Robin, Michelle Auzanneau, et al.2026
  31. Efficient Topic Extraction via Graph-Based Labeling: A Lightweight Alternative to Deep ModelsSalma Mekaoui, Hiba Sofyan, Imane Benchrif, et al.2026
  32. Explore Political Discourse with Transformers. Emergent Paradigmatic and Syntagmatic Representations.Laurent Vanni, Damon Mayaffre2026
  33. From Noise to Signal: When Outliers Seed New TopicsEvangelia Zve, Gauvain Bourgne, Benjamin Icard, et al.2026
  34. Integrating AI into Arabic Linguistics: A Methodological Framework for Reproducible and Interpretable ResearchIsmail Akzam, Mohammad Ikhwan Bin Abdullah2026
  35. LLMs as Annotators: Evaluating Model–Human Alignment in Detecting Contentious Language in Historical CorporaYahui Zhao, Clemencia Siro, Laura Hollink2026
  36. Predicting Topic (Co-)Occurrence Using Topic Networks Built from the Project Gutenberg CorpusBhuvanesh Verma, Alexander Mehler2026
  37. Sentiment Classification of Gaza War Headlines: A Comparative Analysis of Large Language Models and Arabic Fine-Tuned BERT ModelsAmr Eleraqi; Hager H. Mustafa;, Abdul Hadi N. Ahmed2026
  38. The Potential for Misleading Results in Text Sanitisation with Standard Evaluation MetricsDan Zhang, Mark Anderson2026
  39. When Numbers Tell Half the Story: Human-Metric Alignment in Topic Model EvaluationThibault Prouteau, Francis Lareau, Nicolas Dugue, et al.2026
  40. An Information-Theoretic Approach to Identifying Formulaic Clusters in Textual DataGideon Yoffe, Yair Segev, Barak Sober2025
  41. Uncovering Conspiratorial Narratives within Arabic Online ContentDjamila Mohdeb, Meriem Laifa, Zineb Guemraoui, et al.2025

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