Unsupervised and Distributional Detection of Machine-Generated Text

Unsupervised and Distributional Detection of Machine-Generated Text

4 November 2021

Matthias Gallé

Germán Kruszewski

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Papers citing "Unsupervised and Distributional Detection of Machine-Generated Text"

14 / 14 papers shown

Title
Measuring Human Involvement in AI-Generated Text: A Case Study on Academic Writing Yuchen Guo Zhicheng Dou H. Nguyen Ching-Chun Chang Saku Sugawara Isao Echizen DeLMO 227 0 0 04 Jun 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 641 10 0 07 Feb 2025
GenAI Content Detection Task 2: AI vs. Human -- Academic Essay Authenticity Challenge Shammur A. Chowdhury Hind Almerekhi Mucahid Kutlu Kaan Efe Keles Fatema Ahmad Tasnim Mohiuddin George Mikros Firoj Alam DeLMO 138 13 0 24 Dec 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 171 40 0 12 Jan 2024
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 178 7 0 29 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 405 51 0 09 Oct 2023
Generative AI Text Classification using Ensemble LLM Approaches Harika Abburi Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 154 67 0 14 Sep 2023
Alteration-free and Model-agnostic Origin Attribution of Generated Images Zhenting Wang Chen Chen Yi Zeng Lingjuan Lyu Shiqing Ma 169 6 0 29 May 2023
The Science of Detecting LLM-Generated TextsCommunications of the ACM (CACM), 2023 Ruixiang Tang Yu-Neng Chuang Helen Zhou DeLMO 320 227 0 04 Feb 2023
Attribution and Obfuscation of Neural Text Authorship: A Data Mining PerspectiveSIGKDD Explorations (SIGKDD Explor.), 2022 Adaku Uchendu Thai Le Dongwon Lee DeLMO 273 51 0 19 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection MethodsIEEE Access (IEEE Access), 2022 Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 370 152 0 13 Oct 2022
Synthetic Text Detection: Systemic Literature Review Jesus Guerrero I. Alsmadi DeLMO 137 8 0 01 Oct 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianComputational Linguistics and Intellectual Technologies (CLIT), 2022 T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 139 37 0 03 Jun 2022
How Decoding Strategies Affect the Verifiability of Generated TextFindings (Findings), 2019 Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 445 56 0 09 Nov 2019