AI-Generated Text Detection

Ask about this topic

Momentum

16 papers in the last four weeks, up 100% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 114

All topics
CardsList

  1. 'Your AI Text is not Mine': Redefining and Evaluating AI-generated Text Detection under Realistic Assumptions

    Jun 3, 2026Nils Dycke, Marina Sakharova, Nico Daheim +1AI-Generated Text DetectionGenerative AI Evaluation

    Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science, Technical University of Darmstadt · National Research Center for Applied Cybersecurity ATHENE, Germany · Zuse School ELIZA

  2. DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities

    Jun 2, 2026Sajad Ebrahimi, Nima Jamali, Bardia Shirsalimian +8AI-Generated Text DetectionAI-Generated Image Detection

    University of Toronto · University of Waterloo · Toronto Metropolitan University +2

  3. Cross-Prompt Generalization in Detecting AI-Generated Fake News Using Interpretable Linguistic Features

    Jun 2, 2026Aya Vera-Jimenez, Samuel Jaeger, Calvin Ibenye +1Fake News DetectionAI-Generated Text Detection

    Department of Mathematics Kennesaw State University Marietta, Georgia, USA · School of Data Science and Analytics Kennesaw State University Marietta, Georgia, USA · Department of Computer Science Kennesaw State University Marietta, Georgia, USA

  4. A Systematic Analysis of Linguistic Features in AI-Generated Text Detection Across Domains and Models

    Jun 2, 2026Yassir El Attar, Esra Dönmez, Maximilian Maurer +1AI-Generated Text DetectionStylometry

    Institute for Natural Language Processing, University of Stuttgart · Interchange Forum for Reflecting on Intelligent Systems, University of Stuttgart · GESIS Leibniz Institute for the Social Sciences +1

  5. On the Salience of Low-Probability Tokens for AI-Generated Text Detection: A Multiscale Uncertainty Perspective

    Jun 1, 2026Yikai Guo, Bin Wang, Xilai Fan +2AI-Generated Text DetectionLLM Uncertainty Estimation

    Beijing Institute of Computer Technology and Application, Beijing, China · Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China · Southeast University, Nanjing, China +1

  6. A Distribution-Free Framework for Rewrite-Based Human-text Detection via Knockoff Filtering

    May 29, 2026Yi LiuAI-Generated Text DetectionFDR Control

  7. TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices

    May 29, 2026Gerrit Quaremba, Elizabeth Black, Denny Vrandečić +1AI-Generated Text DetectionLanguage Model Generation Evaluation

    1King’s College London · 2Wikimedia Foundation

  8. Measuring, Localizing, and Ablating Alignment Signatures in LLMs

    May 28, 2026Aniket Anand, Janvijay Singh, Zhewei Sun +2LLM AlignmentAI-Generated Text Detection

    University of Chicago · University of Illinois at Urbana-Champaign · Toyota Technological Institute at Chicago

  9. Show, Don't TELL: Explainable AI-Generated Text Detection

    May 27, 2026Aldan Creo, Suraj RanganathExplainable Artificial IntelligenceAI-Generated Text Detection

    School of Computing, Information and Data Sciences University of California, San Diego United States of America

  10. AI evaluation may bias perceptions: The importance of context in interpreting academic writing

    May 26, 2026Shang Wu, Randol YaoAI-Generated Text DetectionGenerative AI Evaluation

    UC Irvine · MIT

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

    May 24, 2026Pingfan Su, Kai Ye, Shijin Gong +4AI-Generated Text Detection

    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

  12. Hidden Human-Like Nature of Machine-Generated Texts: Theory and Detection Enhancement

    May 22, 2026Chenwang Wu, Yiu-ming Cheung, Bo Han +1AI-Generated Text DetectionGenerative AI Evaluation

    Department of Computer Science, Hong Kong Baptist University, Hong Kong, China · School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui 230000, China

  13. Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs

    May 21, 2026Shanshan Wang, Fengying Ye, Hanjia Lyu +6Vision-Language ModelsAI-Generated Text Detection

    Department of Computer and Information Science, University of Macau · University of Rochester · Sichuan University +1

  14. Sem-Detect: Semantic Level Detection of AI Generated Peer-Reviews

    May 20, 2026André V. Duarte, Brian Tufts, Aditya Oke +3AI-Generated Text DetectionScholarly Peer Review

    Language Technologies Institute, Carnegie Mellon University · INESC-ID, Instituto Superior T´ecnico, ULisboa.

  15. Amplifying, Not Learning: Fine-Tuned AI Text Detectors Amplify a Pretrained Direction

    May 20, 2026Alexander SmirnovAI-Generated Text DetectionClassification

    University College London

  16. Findings of the Counter Turing Test: AI-Generated Text Detection

    May 20, 2026Rajarshi Roy, Gurpreet Singh, Ashhar Aziz +16LLM EvaluationAI-Generated Text Detection

    Kalyani Government Engineering College, India. · IIIT Guwahati, India. · IIIT Delhi, India. +10

  17. Base Models Look Human To AI Detectors

    May 19, 2026Yixuan Even Xu, Ziqian Zhong, Aditi Raghunathan +2AI-Generated Text DetectionLanguage Model Generation Evaluation

    Carnegie Mellon University

  18. Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection

    May 15, 2026Chenwang Wu, Yiuming Cheung, Bo Han +2AI-Generated Text DetectionMarkov Models

    Department of Computer Science, Hong Kong Baptist University, Hong Kong, China · School of Software Engineering, South China University of Technology, Guangzhou, Guangdong 510000, China · School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui 230000, China +1

  19. DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection

    May 15, 2026Junchao Wu, Yefeng Liu, Chenyu Zhu +8Multilingual Language Model EvaluationAI-Generated Text Detection

    NLP2CT Lab, Department of Computer and Information Science, University of Macau · Alibaba Group · Xiamen University

  20. Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods

    May 14, 2026Andrii Shportko, Inessa VerbitskyAI-Generated Text DetectionRobustness of Machine-Generated Text Detection

    Northwestern University · Evanston, IL, USA

  21. Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts

    May 13, 2026Luxu Liang, Xiang LiAI-Generated Text Detection

    Tsinghua University · University of Pennsylvania

  22. 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

  23. Log-Likelihood, Simpson's Paradox, and the Detection of Machine-Generated Text

    May 7, 2026Tom Kempton, Viktor Drobnyi, Maeve Madigan +1AI-Generated Text DetectionLanguage Model Calibration

    Department of Mathematics University of Manchester · Risk and Security AI Lab Visa Inc.

  24. Lightweight Stylistic Consistency Profiling: Robust Detection of LLM-Generated Textual Content for Multimedia Moderation

    May 7, 2026Siyuan Li, Aodu Wulianghai, Xi Lin +6AI-Generated Text DetectionStylometry

    School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Institute of Automation, Chinese Academy of Sciences, Beijing, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, China

  25. Detecting Verbatim LLM Copy-Paste in Homework

    May 7, 2026Aizierjiang AiersilanText WatermarkingAI-Generated Text Detection

    The George Washington University

  26. FMI_SU_Yotkova_Kastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric Signals

    May 5, 2026Elitsa Yotkova, Violeta Kastreva, Dimitar Dimitrov +2AI-Generated Text DetectionDecision Tree Learning

    Faculty of Mathematics and Informatics, Sofia University "St. Kliment Ohridski", Bulgaria · Mohamed bin Zayed University of Artificial Intelligence, UAE

  27. Feature-Augmented Transformers for Robust AI-Text Detection Across Domains and Generators

    May 5, 2026Mohamed Mady, Johannes Reschke, Björn SchullerAI-Generated Text DetectionTransformer

    Chair of Health Informatics, Technical University of Munich (TUM), Germany · OTH Regensburg, Germany · GLAM – Group on Language, Audio & Music, Imperial College London, United Kingdom

  28. Segmenting Human-LLM Co-authored Text via Change Point Detection

    May 5, 2026Mengchu Li, Jin Zhu, Jinglai Li +1AI-Generated Text DetectionChange-Point Detection

    School of Mathematics University of Birmingham Birmingham, UK · Department of Statistics London School of Economics and Political Science London, UK

  29. Beating the Style Detector: Three Hours of Agentic Research on the AI-Text Arms Race

    May 4, 2026Andreas Maier, Moritz Zaiss, Siming BayerAI-Generated Text DetectionLanguage Model Generation Evaluation

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Institute of Neuroradiology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

  30. Fight Poison with Poison: Enhancing Robustness in Few-shot Machine-Generated Text Detection with Adversarial Training

    May 4, 2026Wenjing Duan, Qi Zhou, Yuanfan LiAdversarial TrainingAI-Generated Text Detection

    Faculty of Electronic and Information Engineering, Xi’an Jiaotong University