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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Sentiment analysis and random forest to classify LLM versus human source applied to Scientific Texts Javier J. Sánchez Medina DeLMO 106 4 0 05 Apr 2024
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Knowledge Conflicts for LLMs: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 546 182 0 13 Mar 2024
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Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights Zijie Zeng Shiqi Liu Lele Sha Zhuang Li Kaixun Yang Sannyuya Liu Dragan Gavsević Guanliang Chen DeLMO 223 15 0 06 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 129 20 0 02 Mar 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Xingliang Yuan Wei Lu WIGM 110 2 0 23 Feb 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? Shubhashis Roy Dipta Sadat Shahriar DeLMO 124 4 0 19 Feb 2024
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection Xinlin Peng Ying Zhou Xianpei Han Le Sun Yingfei Sun DeLMO 126 17 0 01 Feb 2024
Raidar: geneRative AI Detection viA RewritingInternational Conference on Learning Representations (ICLR), 2024 Chengzhi Mao Carl Vondrick Hao Wang Junfeng Yang DeLMO 171 45 0 23 Jan 2024
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Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive AnalysisInternational Conference on Advanced Information Networking and Applications (AINA), 2024 Zhicheng Dou Yuchen Guo Ching-Chun Chang H. Nguyen Isao Echizen DeLMO 57 5 0 16 Jan 2024
Few-Shot Detection of Machine-Generated Text using Style RepresentationsInternational Conference on Learning Representations (ICLR), 2024 Rafael Rivera Soto Kailin Koch Aleem Khan Barry Chen M. Bishop Nicholas Andrews DeLMO 102 35 0 12 Jan 2024
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Abigail Z. Jacobs Tatsunori Hashimoto WaLM 259 62 0 07 Dec 2023
STADEE: STAtistics-based DEEp Detection of Machine Generated TextInternational Conference on Intelligent Computing (ICIC), 2023 Zheng Chen Huming Liu DeLMO 61 9 0 04 Dec 2023
Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text Muhammad Farid Adilazuarda DeLMO 135 0 0 21 Nov 2023
WatME: Towards Lossless Watermarking Through Lexical Redundancy Liang Chen Yatao Bian Yang Deng Deng Cai Shuaiyi Li Peilin Zhao Kam-Fai Wong WaLM 194 16 0 16 Nov 2023
Token Prediction as Implicit Classification to Identify LLM-Generated TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yutian Chen Hao Kang Vivian Zhai Liangze Li Rita Singh Bhiksha Raj DeLMO 70 40 0 15 Nov 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 150 13 0 13 Nov 2023
Efficient Black-Box Adversarial Attacks on Neural Text DetectorsInternational Conference on Natural Language and Speech Processing (ICNLSP), 2023 Vitalii Fishchuk Daniel Braun AAML DeLMO 96 5 0 03 Nov 2023
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 160 28 0 02 Nov 2023
Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text DetectionAustralasian Language Technology Association Workshop (ALTA), 2023 Duke Nguyen Khaing Myat Noe Naing Aditya Joshi 98 7 0 29 Oct 2023
Publicly-Detectable Watermarking for Language ModelsIACR Cryptology ePrint Archive (IACR ePrint), 2023 Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 350 62 0 27 Oct 2023
A Survey on Detection of LLMs-Generated ContentConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 177 70 0 24 Oct 2023
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey Soumya Suvra Ghosal Souradip Chakraborty Jonas Geiping Furong Huang Dinesh Manocha Amrit Singh Bedi DeLMO 182 47 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 238 79 0 23 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 248 50 0 09 Oct 2023
On the Zero-Shot Generalization of Machine-Generated Text DetectorsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xiao Pu Jingyu Zhang Xiaochuang Han Yulia Tsvetkov Tianxing He DeLMO 89 19 0 08 Oct 2023
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability CurvatureInternational Conference on Learning Representations (ICLR), 2023 Guangsheng Bao Yanbin Zhao Zhiyang Teng Linyi Yang Yue Zhang 164 217 0 08 Oct 2023
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft PromptsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tharindu Kumarage Paras Sheth Raha Moraffah Joshua Garland Huan Liu DeLMO 100 31 0 08 Oct 2023
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang Hongwei Wang Lingfeng Shen Benjamin Van Durme Daniel Khashabi Yulia Tsvetkov WaLM 157 0 0 06 Oct 2023
Large Language Model Alignment: A Survey Shangda Wu Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 196 261 0 26 Sep 2023
Can LLM-Generated Misinformation Be Detected?International Conference on Learning Representations (ICLR), 2023 Canyu Chen Kai Shu DeLMO 430 221 0 25 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated ContentInternational Conference on Language Resources and Evaluation (LREC), 2023 Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 211 18 0 23 Sep 2023
Unbiased Watermark for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 151 82 0 22 Sep 2023
Detecting ChatGPT: A Survey of the State of Detecting ChatGPT-Generated TextRecent Advances in Natural Language Processing (RANLP), 2023 Mahdi Dhaini Wessel Poelman Ege Erdogan DeLMO 175 17 0 14 Sep 2023
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Amrita Bhattacharjee Tharindu Kumarage Raha Moraffah Huan Liu DeLMO 141 65 0 07 Sep 2023
J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated NewsInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Tharindu Kumarage Amrita Bhattacharjee Djordje Padejski Kristy Roschke Dan Gillmor Scott W. Ruston Huan Liu Joshua Garland DeLMO 131 13 0 06 Sep 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams Basel Alomair Ankur Taly Diyi Yang SILM 205 114 0 28 Aug 2023
Towards Codable Watermarking for Injecting Multi-bits Information to LLMsInternational Conference on Learning Representations (ICLR), 2023 Lean Wang Wenkai Yang Deli Chen Hao Zhou Yankai Lin Fandong Meng Jie Zhou Xu Sun WaLM 134 39 0 29 Jul 2023
Robust Distortion-free Watermarks for Language Models Rohith Kuditipudi John Thickstun Tatsunori Hashimoto Abigail Z. Jacobs WaLM 201 245 0 28 Jul 2023
Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future DirectionsJournal of King Saud University: Computer and Information Sciences (JSUCIS), 2023 S. Sohail Faiza Farhat Yassine Himeur Mohammad Nadeem D. Madsen Yashbir Singh Shadi Atalla Shadi Atalla 190 142 0 26 Jul 2023
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark RemedyAAAI Conference on Artificial Intelligence (AAAI), 2023 Yu Fu Deyi Xiong Yue Dong WaLM 171 49 0 25 Jul 2023
Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in EducationAAAI Conference on Artificial Intelligence (AAAI), 2023 Zijie Zeng Lele Sha Yuheng Li Kaixun Yang D. Gašević Guanliang Chen DeLMO 233 21 0 23 Jul 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 116 22 0 05 Jul 2023
Safeguarding Crowdsourcing Surveys from ChatGPT with Prompt Injection Chaofan Wang Samuel Kernan Freire Mo Zhang Jing Wei Jorge Goncalves V. Kostakos Zhanna Sarsenbayeva Christina Schneegass A. Bozzon E. Niforatos SILM 118 14 0 15 Jun 2023