Can AI-Generated Text be Reliably Detected?

20 January 2025

Vinu Sankar Sadasivan

Papers citing "Can AI-Generated Text be Reliably Detected?"

32 / 232 papers shown

Title
Contextual Object Detection with Multimodal Large Language Models Yuhang Zang Wei Li Jun Han Kaiyang Zhou Chen Change Loy ObjD VLM MLLM 32 78 0 29 May 2023
Game of Tones: Faculty detection of GPT-4 generated content in university assessments Mike Perkins Jasper Roe Darius Postma James McGaughran James Cook University Singapore DeLMO 17 72 0 29 May 2023
Baselines for Identifying Watermarked Large Language Models Leonard Tang Gavin Uberti Tom Shlomi WaLM 11 3 0 29 May 2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text Xianjun Yang Wei Cheng Yue Wu Linda R. Petzold William Yang Wang Haifeng Chen DeLMO 30 84 0 27 May 2023
Distinguishing Human Generated Text From ChatGPT Generated Text Using Machine Learning Niful Islam Debopom Sutradhar Humaira Noor Jarin Tasnim Raya Monowara Tabassum Maisha D. Farid DeLMO 11 21 0 26 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 30 20 0 26 May 2023
HowkGPT: Investigating the Detection of ChatGPT-generated University Student Homework through Context-Aware Perplexity Analysis Christoforos Vasilatos Manaar Alam Talal Rahwan Yasir Zaki Michail Maniatakos DeLMO 34 32 0 26 May 2023
Undetectable Watermarks for Language Models Miranda Christ Sam Gunn Or Zamir WaLM 25 129 0 25 May 2023
Who Wrote this Code? Watermarking for Code Generation Taehyun Lee Seokhee Hong Jaewoo Ahn Ilgee Hong Hwaran Lee Sangdoo Yun Jamin Shin Gunhee Kim WaLM 20 84 0 24 May 2023
Ghostbuster: Detecting Text Ghostwritten by Large Language Models Vivek Verma Eve Fleisig Nicholas Tomlin Dan Klein DeLMO 11 51 0 24 May 2023
LLMDet: A Third Party Large Language Models Generated Text Detection Tool Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng Tat-Seng Chua DeLMO 32 38 0 24 May 2023
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 24 117 0 24 May 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text Jinyan Su Terry Yue Zhuo Di Wang Preslav Nakov DeLMO 47 121 0 23 May 2023
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan Luu Anh Tuan DeLMO 192 110 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 41 42 0 22 May 2023
G3Detector: General GPT-Generated Text Detector Haolan Zhan Xuanli He Qiongkai Xu Yuxiang Wu Pontus Stenetorp DeLMO 32 22 0 22 May 2023
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection Xiao Yu Yuang Qi Kejiang Chen Guoqiang Chen Xi Yang Pengyuan Zhu Xiuwei Shang Weiming Zhang Neng H. Yu DeLMO 13 11 0 21 May 2023
Large Language Models can be Guided to Evade AI-Generated Text Detection Ning Lu Shengcai Liu Ruidan He Qi Wang Yew-Soon Ong Jiaheng Zhang SILM 41 43 0 18 May 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks Alon Jacovi Avi Caciularu Omer Goldman Yoav Goldberg 17 95 0 17 May 2023
Smaller Language Models are Better Black-box Machine-Generated Text Detectors Niloofar Mireshghallah Justus Mattern Sicun Gao Reza Shokri Taylor Berg-Kirkpatrick DeLMO 24 47 0 17 May 2023
Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites Hans W. A. Hanley Zakir Durumeric DeLMO 23 29 0 16 May 2023
Dual Use Concerns of Generative AI and Large Language Models A. Grinbaum Laurynas Adomaitis MedIm AI4CE 31 14 0 13 May 2023
Bot or Human? Detecting ChatGPT Imposters with A Single Question Hong Wang Xuan Luo Weizhi Wang Xifeng Yan DeLMO 22 26 0 10 May 2023
DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text Travis J. E. Munyer A. Tanvir A. Das Xin Zhong WaLM 9 11 0 09 May 2023
On the Possibilities of AI-Generated Text Detection Souradip Chakraborty Amrit Singh Bedi Sicheng Zhu Bang An Dinesh Manocha Furong Huang DeLMO 6 120 0 10 Apr 2023
When do you need Chain-of-Thought Prompting for ChatGPT? Jiuhai Chen Lichang Chen H. Huang Dinesh Manocha LRM KELM ReLM ELM 11 43 0 06 Apr 2023
GPT detectors are biased against non-native English writers Weixin Liang Mert Yuksekgonul Yining Mao Eric Wu James Zou DeLMO 38 274 0 06 Apr 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer DeLMO 21 297 0 23 Mar 2023
A Categorical Archive of ChatGPT Failures Ali Borji ELM 35 379 0 06 Feb 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Xia Hu DeLMO 42 169 0 04 Feb 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 29 582 0 26 Jan 2023
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 234 812 0 13 Sep 2019