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12 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers

    Oct 6, 2026Santhosh Kumar Kasa, Siva Rajesh Kasa, Sumit NegiText ClassificationML Reproducibility

    Amazon

  2. How Many Labels Does a Language Need? Annotation Budgets and Cross-Lingual Pooling for African-Language Text Classification

    Sep 29, 2026Bhanu Prakash Vangala, Sowmya Guda, Navya VangalaZero-Shot Text ClassificationText Classification

    University of Missouri · Amar Bio Tech Pvt Ltd

  3. One Threshold Does Not Fit All Languages: Language-Conditional Deferral for Reliable and Efficient Low-Resource Text Classification

    Sep 29, 2026Bhanu Prakash Vangala, Vangala NavyaSelective PredictionGroup-Conditional Conformal Prediction

    University of Missouri · Amar Bio Tech Pvt Ltd

  4. An Explainable DistilBERT-BiLSTM-Attention Framework for Binary and Multi-Class Hate Speech Detection

    Sep 23, 2026Rameesha Zia, Muhammad Shahid Iqbal MalikText ClassificationHate Speech Detection

    School of Computing Sciences, Pak-Austria Fachhochschule, Institute of Applied Sciences and Technology, Haripur 22620, Pakistan

  5. AraGenre 2026: A Hierarchical Definition-Guided Arabic Genre Classification Shared Task

    Sep 23, 2026Mo El-Haj, Saad Ezzini, Shadi Abudalfa +3Arabic NLPZero-Shot Text Classification

    VinUniversity, Vietnam · Lancaster University, UK · King Fahd University of Petroleum and Minerals, Saudi Arabia +3

  6. Custom Named Entity Recognition and Topic Classification for Global Health Publications

    Sep 21, 2026Genis Skura, Antoine Geissbühler, Jean-Luc FalconeNamed Entity RecognitionMulti-Label Classification

    University of Geneva

  7. Improving Cross-Lingual Transfer for Sequential Sentence Classification in Research Papers via Structural Similarity

    Sep 17, 2026Kazuhiro Yamauchi, Marie KatsuraiDocument UnderstandingText Classification

    Doshisha University Kyotanabe, Japan

  8. The record is part of the task: matched-record evaluation of text classifiers across maintenance, safety and recall reporting

    Sep 14, 2026Hisham Ihshaish, Peter Mayhew, Tasnim M. A. Zayet +1Text ClassificationAutomated Evaluation

    School of Computing and Creative Technologies, University of the West of England, Bristol, UK · Department of Computer Science, Birzeit University, Birzeit, Palestine · GE Aerospace, Cheltenham, UK +1

  9. SWARM: A Multilingual Human-Annotated Dataset for Russian Propaganda Detection in Search Engine Results

    Sep 14, 2026Manuel Tonneau, Abhinav Dubey, Farhan Shaikh +8Fake News DetectionText Classification

    Weizenbaum Institute · University of Oxford · University of Bern

  10. How broad is that claim? Mapping Generalisation in NLP Research

    Sep 13, 2026Chenxin Diao, Nataliya Stepanova, Emily AllawayScientific CommunicationText Classification

    School of Informatics, University of Edinburgh

  11. MultiHuSE: A Multimodal Dataset for Humour Styles and Emotions

    Sep 11, 2026Mary Ogbuka Kenneth, Foaad Khosmood, Abbas EdalatText ClassificationMultimodal Understanding

    Algorithmic Human Development group, Department of Computing Imperial College London London, United Kingdom · Computer Engineering Department California Polytechnic State University San Luis Obispo, United States

  12. Hybrid Quantum-Classical NLP Classification with Compact Semantic Representations: An Experimental Analysis of Representation Compression

    Sep 9, 2026Ali Hassan, Zijia Zhao, Maha A. MetaweiHybrid Quantum-Classical MLText Classification

    German University in Cairo, Cairo, Egypt · University of Melbourne, Melbourne, Australia · High Performance Computing Lab, Electronics Research Institute, Cairo, Egypt

  13. Can Artificial Intelligence Support Healthcare and Mental Health Through Early Cyberbullying Detection ? The Impact of Emotion-Aware AI on Proactive Online Safety

    Sep 9, 2026Hamed Jelodar, Amir Firouzi, Yen-Wu Lo +2Text Classification

    Faculty of Computer Science, University of New Brunswick, Fredericton, NB, Canada · Khoury College of Computer Sciences, Northeastern University, Vancouver, BC, Canada

  14. A Channel-Boosted Multi-Agent System with Iterative Consultation for Document Sensitivity Classification

    Sep 2, 2026Aleesha Zainab, Asifullah Khan, Muhammad Ahmed Khalid +1Text ClassificationMulti-Agent Systems

    Pattern Recognition Lab, Department of Computer and Information Sciences (DCIS), Pakistan Institute of Engineering and Applied Sciences (PIEAS), Nilore, Islamabad, Pakistan. · Deep Learning Lab, Center for Mathematical Sciences, Pakistan Institute of Engineering and Applied Sciences (PIEAS), Nilore, Islamabad, Pakistan. · PIEAS Artificial Intelligence Center (PAIC), Pakistan Institute of Engineering and Applied Sciences (PIEAS), Nilore, Islamabad, Pakistan.

  15. 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

  16. TEAMMix: Taxonomy Enrichment Augmentation and Minority-augmented Mixing Strategy for LLM-enhanced Weak-Supervised Hierarchical Text Classification

    Aug 11, 2026Jian Zhang, Zhuohao Yang, Songlin Lei +6Class-Imbalanced LearningData Augmentation

    School of Computer Science and Technology, Zhejiang University, Hangzhou, China · ZJU-UIUC Institute, Zhejiang University, Haining, China · Shaoxing K3i Technology Co. Ltd +1

  17. A Cost-Efficient Routing Pipeline for Multilingual Short-Text Classification Using Small Language Models

    Aug 11, 2026Wajdi Ben Saad, Safa MadiouniZero-Shot Text ClassificationText Classification

    Carthago Labs Paris, France · Université Paris Dauphine-PSL Paris, France

  18. Calling the Bluff: Detecting Ever-Shifting Harmful Chat Dialogue via Ordered Reasoning Chain Regularization

    Aug 9, 2026Haojie Yu, Ziyou Jiang, Junjie Wang +4Language Model Safety EvaluationText Classification

    State Key Laboratory of Complex System Modeling and Simulation Technology, Beijing, China · Science and Technology on Integrated Information System Laboratory Institute of Software Chinese Academy of Sciences, Beijing, China · University of Chinese Academy of Sciences

  19. Automated item evaluation: Predicting item acceptance and rejection using LLM-generated critiques

    Aug 6, 2026Hotaka Maeda, Yikai LuEducational AssessmentText Classification

    Smarter Balanced, University of California-Santa Cruz · Department of Educational Psychology, University of Minnesota-Twin Cities

  20. Quantization Effects on Biomedical LLM Reliability

    Aug 4, 2026Anton Rasmussen, Hong QinLLM QuantizationText Classification

    Old Dominion University Norfolk, VA 23529, USA

  21. Loanword or Switch? The Annotation Boundary, Not the Model, Drives Kazakh-Russian Code-Switching Identification

    Aug 1, 2026Bogdan SavelyevCode-SwitchingLanguage Identification

    Independent Researcher Kazakhstan

  22. The methodology of Constructing the Large-Scale Dataset for Detecting Presuicidal and Anti-Suicidal Signals in Social Media Texts in Russian

    Aug 1, 2026Igor Buyanov, Darya Yaskova, Danil Serenko +3Social Media AnalysisText Classification

    Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44, build. 2, Vavilova St, Moscow, 119333, Russia. · MTS AI, 23, build 5, Podsosenskiy lane, Moscow, 105062, Russia. · Yandex, 16, Lev Tolstoy St, Moscow, 119021, Russia. +2

  23. AWARE-FX: An Auditable Knowledge-Guided AI System for Measuring Corporate Foreign-Exchange Hedging Disclosure

    Jul 30, 2026Qi WangFinancial ServicesDocument Information Extraction

    aUniversity of Nottingham, Nottingham, United Kingdom

  24. Automated Multilabel Mpox Research Classification with Explainable Transformer Models

    Jul 29, 2026Tanjim Taharat AurpaMulti-Label ClassificationText Classification

    Department of Data Science and Engineering, University of Frontier Technology, Bangladesh (UFTB)

  25. CHiPS: Character Histograms and Positional Signals for Lightweight Authorship Attribution in Romanian Texts

    Jul 24, 2026Sanda-Maria Avram, George C. ŢurcaşText ClassificationStylometry

    Department of Computer Science, Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca, Romania · Department of Mathematics, Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca, Romania

  26. From a Word-Level Dictionary to Sentence-Level Semantics: Multilingual Grievance Labelling with Contextual Models

    Jul 23, 2026Lin Tian, Marian-Andrei RizoiuMultilingual Language Model EvaluationText Classification

    Behavioral Data Science University of Technology Sydney Sydney, Australia

  27. Two-Step Occupation Coding

    Jul 22, 2026Alexander M. Esser, Jens DörpinghausText ClassificationClassification

    University of Koblenz, Germany · 2Federal Institute for Vocational Education and Training (BIBB), Bonn, Germany · 3Linnaeus University (LNU), Växjö, Sweden

  28. Stop Removing Stopwords: How an Inherited Preprocessing Default Distorts Legal Text-as-Data

    Jul 21, 2026Gregory M. DickinsonLegal NLPText Classification

    The University of Nebraska College of Law, Lincoln, Nebraska, United States

  29. A Classifier That Teaches Itself: Self-Improving, Frozen-gate Training (SIFT) for Dynamic Document Classification

    Jul 20, 2026Bogdan Raduta, Horia Velicu, Alexandru Preda +1LLM-Assisted AnnotationText Classification

  30. Large Language Models for Citation Function Classification

    Jul 20, 2026Daniel Vodička, Jakub Šmíd, Pavel Král +1LLM EvaluationLLM Fine-Tuning

    Department of Computer Science and Engineering · NTIS – New Technologies for the Information Society University of West Bohemia in Pilsen, Faculty of Applied Sciences Univerzitní 2732/8, 301 00 Pilsen, Czech Republic · CNRS LORIA, Université de Lorraine, Nancy, France