Automatic Detection of Machine Generated Text: A Critical Survey

International Conference on Computational Linguistics (COLING), 2020

2 November 2020

Ganesh Jawahar

Muhammad Abdul-Mageed

L. Lakshmanan

DeLMO

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Papers citing "Automatic Detection of Machine Generated Text: A Critical Survey"

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A Multi-Strategy Approach for AI-Generated Text Detection Ali Zain Sareem Farooqui Muhammad Rafi DeLMO 96 1 0 30 Aug 2025
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Authorship Attribution in Multilingual Machine-Generated Texts Lucio La Cava Dominik Macko Robert Moro Ivan Srba Andrea Tagarelli DeLMO 59 0 0 03 Aug 2025
AI-Generated Text is Non-Stationary: Detection via Temporal Tomography Alva West Yixuan Weng Minjun Zhu Luodan Zhang Zhen Lin Guangsheng Bao Yue Zhang 40 0 0 03 Aug 2025
Linguistic and Embedding-Based Profiling of Texts generated by Humans and Large Language Models Sergio E. Zanotto Segun Aroyehun DeLMO 195 1 0 18 Jul 2025
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Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Maor Ashkenazi Ofir Brenner Tal Furman Shohet Eran Treister 155 0 0 06 Jun 2025
AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection Jiatao Li Mao Ye Cheng Peng Xunjian Yin Xiaojun Wan 123 2 0 21 May 2025
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OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution Lucio La Cava Andrea Tagarelli DeLMO VLM 168 3 0 15 Apr 2025
Idiosyncrasies in Large Language Models Mingjie Sun Yida Yin Zhiqiu Xu J. Zico Kolter Zhuang Liu 211 17 0 17 Feb 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 324 2 0 21 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 529 463 0 20 Jan 2025
Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated TweetsInternational Conference on Computational Linguistics (COLING), 2024 Bryan Edward Tuck Rakesh M. Verma DeLMO 260 3 0 17 Jan 2025
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Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers German Gritsai Ildar Khabutdinov Andrey Grabovoy DeLMO 156 4 0 11 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image DetectorsComputer Vision and Pattern Recognition (CVPR), 2024 Jeongsoo Park Andrew Owens 216 13 0 06 Nov 2024
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 316 1 0 29 Oct 2024
Improving Model Evaluation using SMART Filtering of Benchmark DatasetsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Vipul Gupta Candace Ross David Pantoja R. Passonneau Megan Ung Adina Williams 542 11 0 26 Oct 2024
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement MeasurementThe Web Conference (WWW), 2024 Zihao Cheng Li Zhou Feng Jiang Benyou Wang Haoyang Li DeLMO 221 11 0 18 Oct 2024
Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts German Gritsai Anastasia Voznyuk Andrey Grabovoy Yury Chekhovich DeLMO 248 12 0 18 Oct 2024
Robust AI-Generated Text Detection by Restricted EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Kristian Kuznetsov Eduard Tulchinskii Laida Kushnareva German Magai Serguei Barannikov Sergey I. Nikolenko Irina Piontkovskaya DeLMO 104 11 0 10 Oct 2024
WAPITI: A Watermark for Finetuned Open-Source LLMs Lingjie Chen Ruizhong Qiu Siyu Yuan Zhining Liu Tianxin Wei Hyunsik Yoo Zhichen Zeng Deqing Yang Hanghang Tong WaLM 178 12 0 09 Oct 2024
Training-free LLM-generated Text Detection by Mining Token Probability SequencesInternational Conference on Learning Representations (ICLR), 2024 Yihuai Xu Yongwei Wang Yifei Bi Huangsen Cao Zhouhan Lin Yu Zhao Fei Wu DeLMO 124 6 0 08 Oct 2024
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text Ximing Lu Melanie Sclar Skyler Hallinan Niloofar Mireshghallah Hamish Ivison ... Allyson Ettinger Liwei Jiang Khyathi Chandu Nouha Dziri Yejin Choi DeLMO 200 28 0 05 Oct 2024
Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review Sungduk Yu Man Luo Avinash Madasu Vasudev Lal Phillip Howard DeLMO 151 15 0 03 Oct 2024
Automatic Detection of LLM-generated Code: A Case Study of Claude 3 Haiku Musfiqur Rahman SayedHassan Khatoonabadi Ahmad Abdellatif Emad Shihab 167 10 0 02 Sep 2024
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists Raoyuan Zhao Abdullatif Köksal Yihong Liu Leonie Weissweiler Anna Korhonen Hinrich Schütze SyDa 142 2 0 30 Aug 2024
Is the Digital Forensics and Incident Response Pipeline Ready for Text-Based Threats in LLM Era? AV Bhandarkar Ronald Wilson Anushka Swarup Mengdi Zhu Damon Woodard 135 4 0 25 Jul 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 198 6 0 19 Jul 2024
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text Seyedeh Fatemeh Ebrahimi Karim Akhavan Azari Amirmasoud Iravani Arian Qazvini Pouya Sadeghi Zeinab Taghavi Hossein Sameti DeLMO 88 4 0 16 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 234 6 0 12 Jul 2024
SMLT-MUGC: Small, Medium, and Large Texts -- Machine versus User-Generated Content Detection and Comparison Anjali Rawal Hui Wang Youjia Zheng Yu-Hsuan Lin Shanu Sushmita DeLMO 110 0 0 28 Jun 2024
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian Giovanni Puccetti Anna Rogers Chiara Alzetta F. Dell’Orletta Andrea Esuli 147 14 0 17 Jun 2024
RU-AI: A Large Multimodal Dataset for Machine Generated Content DetectionThe Web Conference (WWW), 2024 Liting Huang Zhihao Zhang Yiran Zhang Xiyue Zhou Shoujin Wang NoLa 163 7 0 07 Jun 2024
Who Writes the Review, Human or AI? Panagiotis C. Theocharopoulos S. Georgakopoulos S. Tasoulis V. Plagianakos DeLMO 97 1 0 30 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 238 16 0 24 May 2024
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Stylometric Watermarks for Large Language Models Georg Niess Roman Kern 117 5 0 14 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 211 13 0 07 May 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Chenxi Whitehouse Alham Fikri Aji Farah E. Shamout Iryna Gurevych Preslav Nakov DeLMO 170 65 0 22 Apr 2024
MAiDE-up: Multilingual Deception Detection of GPT-generated Hotel Reviews Oana Ignat Xiaomeng Xu Rada Mihalcea DeLMO 177 6 0 19 Apr 2024
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 237 306 0 15 Apr 2024