A Survey on Detection of LLMs-Generated Content

24 October 2023

Papers citing "A Survey on Detection of LLMs-Generated Content"

30 / 30 papers shown

Title
TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors Jingyi Zheng Junfeng Wang Zhen Sun Wenhan Dong Yule Liu Xinlei He AAML 36 0 0 10 Mar 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 92 1 0 20 Feb 2025
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 40 1 0 31 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 13 0 0 04 Oct 2024
Automatic Detection of LLM-generated Code: A Case Study of Claude 3 Haiku Musfiqur Rahman SayedHassan Khatoonabadi Ahmad Abdellatif Emad Shihab 14 3 0 02 Sep 2024
Measuring Human Contribution in AI-Assisted Content Generation Yueqi Xie Tao Qi Jingwei Yi Ryan Whalen Junming Huang Qian Ding Yu Xie Xing Xie Fangzhao Wu Fangzhao Wu 32 1 0 27 Aug 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 61 7 0 21 Jun 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 54 36 0 23 Apr 2024
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 36 152 0 15 Apr 2024
PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text? Kseniia Petukhova Roman Kazakov Ekaterina Kochmar DeLMO 11 2 0 08 Apr 2024
MUGC: Machine Generated versus User Generated Content Detection Yaqi Xie Anjali Rawal Yujing Cen Dixuan Zhao S. K. Narang Shanu Sushmita DeLMO 30 3 0 28 Mar 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 75 53 0 22 Jan 2024
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 139 45 0 27 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 13 33 0 09 Oct 2023
Scaling Speech Technology to 1,000+ Languages Vineel Pratap Andros Tjandra Bowen Shi Paden Tomasello Arun Babu ... Yossi Adi Xiaohui Zhang Wei-Ning Hsu Alexis Conneau Michael Auli VLM 73 297 0 22 May 2023
Watermarking Text Generated by Black-Box Language Models Xi Yang Kejiang Chen Weiming Zhang Chang-rui Liu Yuang Qi Jie Zhang Han Fang Neng H. Yu WaLM 92 53 0 14 May 2023
Robust Multi-bit Natural Language Watermarking through Invariant Features Kiyoon Yoo Wonhyuk Ahn Jiho Jang Nojun Kwak WaLM 128 47 0 03 May 2023
ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time Shangqing Tu Chunyang Li Jifan Yu Xiaozhi Wang Lei Hou Juanzi Li LLMAG AI4MH 72 11 0 27 Apr 2023
Origin Tracing and Detecting of LLMs Linyang Li Pengyu Wang Kerong Ren Tianxiang Sun Xipeng Qiu LLMAG 88 30 0 27 Apr 2023
AI, write an essay for me: A large-scale comparison of human-written versus ChatGPT-generated essays Steffen Herbold Annette Hautli-Janisz Ute Heuer Zlata Kikteva Alexander Trautsch DeLMO 66 22 0 24 Apr 2023
CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts Peipeng Yu Jiahan Chen Xuan Feng Zhihua Xia 55 33 0 24 Apr 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Z. Chen Michael Backes Yang Zhang DeLMO 48 99 0 26 Mar 2023
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 61 59 0 14 Oct 2022
Distillation-Resistant Watermarking for Model Protection in NLP Xuandong Zhao Lei Li Yu-Xiang Wang WaLM 81 17 0 07 Oct 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 163 71 0 19 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Qiongkai Xu Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 158 92 0 05 Dec 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 189 614 0 20 May 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 230 909 0 21 Apr 2018