MAGE: Machine-generated Text Detection in the Wild

22 May 2023

Yafu Li

Qintong Li

Leyang Cui

Wei Bi

Yue Zhang

Papers citing "MAGE: Machine-generated Text Detection in the Wild"

33 / 33 papers shown

Title
Advancing Sequential Numerical Prediction in Autoregressive Models Xiang Fei Jinghui Lu Qi Sun Hao Feng Yanjie Wang Wei Shi An-Lan Wang Jingqun Tang Can Huang AI4TS 147 3 0 19 May 2025
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 128 0 0 08 May 2025
Machine-generated text detection prevents language model collapse George Drayson Emine Yilmaz Vasileios Lampos DeLMO 138 1 0 21 Feb 2025
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection Guangsheng Bao Yanbin Zhao Juncai He Yue Zhang VLM 137 2 0 20 Feb 2025
Large Language Models Penetration in Scholarly Writing and Peer Review Li Zhou Ruijie Zhang Xunlian Dai Daniel Hershcovich Haoyang Li 84 0 0 16 Feb 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 156 3 0 07 Feb 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 202 385 0 20 Jan 2025
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 114 8 0 06 Nov 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 112 2 0 31 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 107 2 0 18 Oct 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 123 10 0 21 Jun 2024
On the Possibilities of AI-Generated Text Detection Souradip Chakraborty Amrit Singh Bedi Sicheng Zhu Bang An Dinesh Manocha Furong Huang DeLMO 43 126 0 10 Apr 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 105 4,104 1 10 Feb 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 76 619 0 26 Jan 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 342 1,090 0 05 Oct 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 157 825 0 14 Apr 2022
SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation Hong Chen Hiroya Takamura Hideki Nakayama 56 19 0 20 Oct 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 114 229 0 14 May 2021
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 201 220 0 25 Apr 2021
Neural Deepfake Detection with Factual Structure of Text Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan M. Zhou Jiahai Wang Jian Yin 35 66 0 15 Oct 2020
TweepFake: about Detecting Deepfake Tweets T. Fagni Fabrizio Falchi Margherita Gambini Antonio Martella Maurizio Tesconi 88 223 0 31 Jul 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 133 4,048 0 10 Apr 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 236 1,690 0 16 Mar 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 362 883 0 13 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 536 24,351 0 26 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 82 617 0 22 Jul 2019
Real or Fake? Learning to Discriminate Machine from Human Generated Text A. Bakhtin Sam Gross Myle Ott Yuntian Deng MarcÁurelio Ranzato Arthur Szlam DeLMO 62 173 0 07 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 116 1,025 0 29 May 2019
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 117 1,671 0 27 Aug 2018
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 265 4,014 0 14 Apr 2017
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 162 4,612 0 06 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 246 8,124 0 16 Jun 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 125 710 0 06 Apr 2016