Large Language Model-Based Text Classification

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24 papers4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool

    Oct 24, 2026Thomas Kimmeth, Avijit Roy, Vivek SharmaText ClassificationExplainable Text Classification

    John Jay College of Criminal Justice, CUNY New York, NY

  2. Circuits of LLM Classifiers

    Oct 21, 2026Hadi Khalaf, Sajani Vithana, Kunal Talreja +3Large Language Model-Based Text ClassificationLanguage Model Ensembles

    Harvard School of Engineering and Applied Science · Kempner Institute for the Study of Natural & Artificial Intelligence · School of Electrical and Computer Engineering, Georgia Institute of Technology +2

  3. Label-Centric Knowledge Retrieval for Zero-Shot Text Classification

    Oct 12, 2026Daoping Wu, Dong Wang, Siyu Liu +5Zero-Shot Text ClassificationLarge Language Model-Based Text Classification

    Zhejiang Lab, Hangzhou, China · School of Computer Science and Software Engineering, Harbin Institute of Technology, China · School of Mechanical Engineering, Shanghai Jiao Tong University, China

  4. Unchecked or Falsely Accused? Evaluating AI-Generated Text Detectors on Kazakh

    Oct 11, 2026Mansur OzamanAI-Generated Text DetectionRobustness of Machine-Generated Text Detection

    School of Computing and Artificial Intelligence, Nazarbayev University, Astana, Kazakhstan

  5. LLM-Enhanced Dual-Branch Learning for Large-Scale Multi-Label Text Classification

    Sep 11, 2026Hui Ye, Jing Zhang, Xiulong Yang +1Late FusionMulti-Label Classification

    Department of Computer Science, Georgia State University, Atlanta, GA 30303, USA · Amazon, San Diego, CA, USA · School of Computer Science, Central China Normal University, Wuhan 430079, China

  6. From Confusion to Clarity: Confusion-Aware Retrieval and Knowledge Injection for Text Classification

    Sep 1, 2026Manish Gupta, Chaitanya Giri, Jayasimha TalurZero-Shot Text ClassificationRetrieval-Augmented Classification

    Amazon

  7. HelaBERT: Enhancing Sinhala Language Understanding with Dual Pooling Classification Head

    Aug 24, 2026Thisen Ekanayake, Nisansa de SilvaLanguage Model PretrainingLarge Language Model-Based Text Classification

    Department of Computer Science & Engineering University of Moratuwa

  8. Geometric Filtering of LLM-Generated Samples for Few-Shot Text Classification

    Aug 14, 2026Benjamín Schindler, Gonzalo A. RuzFew-Shot Text ClassificationText Classification

    Faculty of Engineering and Sciences Universidad Adolfo Ibáñez Millennium Nucleus for Social Data Science (SODAS) Santiago, Chile · Faculty of Engineering and Sciences Universidad Adolfo Ibáñez Millennium Nucleus for Social Data Science (SODAS) Millennium Nucleus in Data Science for Plant Resilience (PhytoLearning) Santiago, Chile

  9. Towards an LLM-based method for quantifying the sexual content in song lyrics

    Aug 9, 2026Ignacio M. SticcoLarge Language Model-Based Text Classification

    Ignacio M. Sticco

  10. Do We Still Need Fine Tuning? Turkish Sentiment Analysis in the Era of Large Language Model

    Jun 28, 2026Sercan Karakaş, Yusuf ŞimşekSupervised Fine-TuningLLM Evaluation

    University of Chicago · Fırat University

  11. Listening to the Workforce: Measuring Construction Worker Safety Attitudes from Social Media Discourse Using LLMs

    Jun 3, 2026Farouq Sammour, Yuxin Zhang, Zhenyu ZhangConstruction SafetyLarge Language Model-Based Text Classification

    aDepartment of Construction Science, College of Architecture, Texas A&M University, College Station, USA

  12. Long Live Fine-Tuning: Task-Specific Transformers Outperform Zero-Shot LLMs for Misinformation Response Classification on Reddit

    Jun 2, 2026JooYoung Lee, Lin Tian, Angela Brillantes +2LLM EvaluationZero-Shot Text Classification

    University of Technology Sydney, Sydney, Australia.

  13. READER: Reasoning-Enhanced AI-Generated Text Detection

    May 24, 2026Pingfan Su, Kai Ye, Shijin Gong +4AI-Generated Text DetectionLarge Language Model-Based Text Classification

    Department of Statistics, London School of Economics and Political Science · School of Management, University of Science and Technology of China · School of Mathematics, University of Birmingham

  14. The Biosecurity Blind Spot: Systematic Dual-use Detection in Open Science Infrastructure

    May 10, 2026Vasudha Sharma, Chakresh Kumar Singh, Jayesh Choudhari +1AI Risk ManagementLarge Language Model-Based Text Classification

    1LophiLabs · 2Independent.

  15. MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text

    May 7, 2026Chenjun Li, Cheng Wan, Johannes C. PaetzoldAI-Generated Text DetectionDomain Generalization

    Cornell University, Ithaca, NY 14853, USA · Weill Cornell Medicine, New York, NY 10021, USA · Cornell Tech, New York, NY 10044, USA

  16. Measuring research data reuse in scholarly publications using generative artificial intelligence: Open Science Indicator development and preliminary results

    Apr 30, 2026Lauren Cadwallader, Iain Hrynaszkiewicz, parth sarin +1Large Language Model-Based Text Classification

    PLOS, Cambridge, UK · DataSeer, Vancouver, Canada

  17. An Analysis of Artificial Intelligence Adoption in NIH-Funded Research

    Apr 8, 2026Navapat Nananukul, Mayank KejriwalLarge Language Model-Based Text ClassificationAI-Assisted Scientific Research

    Information Sciences Institute, University of Southern California, Los Angeles, United States

  18. IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text

    Apr 8, 2026Muhammad Apriandito Arya Saputra, Andry Alamsyah, Dian Puteri Ramadhani +2Sentiment AnalysisLarge Language Model-Based Text Classification

    SocialX · Center of Excellence SAKTI, Research Institute Intelligent Business & Sustainable Economy, Telkom University · Biomedical Engineering Study Program, School of Electrical Engineering, Telkom University +1

  19. Researchers waste 80% of LLM annotation costs by classifying one text at a time

    Apr 4, 2026Christian Pipal, Eva-Maria Vogel, Morgan Wack +1LLM-Assisted AnnotationLarge Language Model-Based Text Classification

    Department of Communication and Media Research (IKMZ), University of Zurich

  20. Navigating the Prompt Space: Improving LLM Classification of Social Science Texts Through Prompt Engineering

    Mar 26, 2026Erkan Gunes, Christoffer Florczak, Tevfik Murat YildirimLarge Language Model-Based Text ClassificationLLM Prompting

    Constructor University · Aalborg University · University of Stavanger

  21. TextReasoningBench: Does Reasoning Really Improve Text Classification in Large Language Models?

    Mar 20, 2026Xinyu Guo, Yazhou Zhang, Jing QinLarge Language Model-Based Text ClassificationLLM Evaluation

    School of Computer Science and Technology, Tianjin University, China · School of Nursing, The Hong Kong Polytechnic University, HongKong

  22. Large-Scale Analysis of Persuasive Content on Moltbook

    Mar 18, 2026Julia Jose, Meghna Manoj Nair, Rachel GreenstadtLarge Language Model-Based Text ClassificationPolitical Discourse Analysis

    Department of Computer Science and Engineering, New York University, New York, NY, USA

  23. Large Language Models for Biomedical Article Classification

    Mar 12, 2026Jakub Proboszcz, Paweł CichoszFew-Shot Text ClassificationLarge Language Model-Based Text Classification

    Institute of Computer Science, Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland

  24. Temporal Text Classification with Large Language Models

    Mar 11, 2026Nishat Raihan, Marcos ZampieriText ClassificationLarge Language Model-Based Text Classification

    George Mason University, Fairfax, VA, USA