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Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts

18 October 2024

Papers citing "Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts"

31 / 31 papers shown

Title
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 291 389 0 20 Jan 2025
Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers German Gritsai Ildar Khabutdinov Andrey Grabovoy DeLMO 102 4 0 11 Nov 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts Anastasia Voznyuk Vasily Konovalov DeLMO 92 5 0 17 May 2024
Mapping the Increasing Use of LLMs in Scientific Papers Weixin Liang Yaohui Zhang Zhengxuan Wu Haley Lepp Wenlong Ji ... Zhi Huang Diyi Yang Christopher Potts Christopher D. Manning James Y. Zou AI4CE DeLMO 91 77 0 01 Apr 2024
Multilingual E5 Text Embeddings: A Technical Report Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei 92 137 0 08 Feb 2024
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text Abhimanyu Hans Avi Schwarzschild Valeriia Cherepanova Hamid Kazemi Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein DeLMO 100 107 0 22 Jan 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 179 450 0 28 Nov 2023
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature Guangsheng Bao Yanbin Zhao Zhiyang Teng Linyi Yang Yue Zhang 92 153 0 08 Oct 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 93 64 0 20 Sep 2023
HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus Zhenpeng Su Xing Wu Wei Zhou Guangyuan Ma Song Hu DeLMO 70 14 0 06 Sep 2023
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 101 86 0 21 Jul 2023
Self-Consuming Generative Models Go MAD Sina Alemohammad Josue Casco-Rodriguez Lorenzo Luzi Ahmed Imtiaz Humayun Hossein Babaei Daniel LeJeune Ali Siahkoohi Richard G. Baraniuk WIGM 109 161 0 04 Jul 2023
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts Eduard Tulchinskii Kristian Kuznetsov Laida Kushnareva D. Cherniavskii S. Barannikov Irina Piontkovskaya Sergey I. Nikolenko Evgeny Burnaev DeLMO 107 89 0 07 Jun 2023
INSTRUCTSCORE: Explainable Text Generation Evaluation with Finegrained Feedback Wenda Xu Danqing Wang Liangming Pan Zhenqiao Song Markus Freitag Wenjie Wang Lei Li ALM ELM 93 19 0 23 May 2023
MAGE: Machine-generated Text Detection in the Wild Yafu Li Qintong Li Leyang Cui Wei Bi Zhilin Wang Longyue Wang Linyi Yang Shuming Shi Yue Zhang DeLMO 127 58 0 22 May 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang DeLMO 134 113 0 26 Mar 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 127 632 0 26 Jan 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 112 60 0 24 Jan 2023
SynSciPass: detecting appropriate uses of scientific text generation Domenic Rosati DeLMO 126 19 0 07 Sep 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 62 30 0 03 Jun 2022
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 237 1,212 0 18 Nov 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation Adaku Uchendu Zeyu Ma Thai Le Rui Zhang Dongwon Lee DeLMO 112 127 0 27 Sep 2021
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 81 240 0 02 Nov 2020
TweepFake: about Detecting Deepfake Tweets T. Fagni Fabrizio Falchi Margherita Gambini Antonio Martella Maurizio Tesconi 116 228 0 31 Jul 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 187 2,770 0 05 Jun 2020
Automatic Detection of Generated Text is Easiest when Humans are Fooled Daphne Ippolito Daniel Duckworth Chris Callison-Burch Douglas Eck DeLMO 92 363 0 02 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 647 20,418 0 23 Oct 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 237 602 0 05 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 794 24,613 0 26 Jul 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 149 547 0 10 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 147 1,034 0 29 May 2019