Multiscale Positive-Unlabeled Detection of AI-Generated Texts

29 May 2023

Papers citing "Multiscale Positive-Unlabeled Detection of AI-Generated Texts"

24 / 24 papers shown

Title
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 41 0 0 08 May 2025
Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations Y. Zhou Juan Wen Wanli Peng Yiming Xue Ziwei Zhang Zhengxian Wu AAML 33 0 0 22 Apr 2025
A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content Lele Cao DeLMO 42 0 0 02 Apr 2025
Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts Ioana Buhnila Georgeta Cislaru Amalia Todirascu 80 1 0 19 Dec 2024
Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework Zhen Tao Zhiyu Li Runyu Chen Dinghao Xi Wei Xu DeLMO 17 1 0 18 Oct 2024
Training-free LLM-generated Text Detection by Mining Token Probability Sequences Yihuai Xu Yongwei Wang Yifei Bi Huangsen Cao Zhouhan Lin Yu Zhao Fei Wu DeLMO 16 0 0 08 Oct 2024
Is the Digital Forensics and Incident Response Pipeline Ready for Text-Based Threats in LLM Era? AV Bhandarkar Ronald Wilson Anushka Swarup Mengdi Zhu Damon Woodard 29 0 0 25 Jul 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 71 7 0 21 Jun 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 31 0 0 27 May 2024
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy Shuhai Zhang Yiliao Song Jiahao Yang Yuanqing Li Bo Han Mingkui Tan DeLMO 24 5 0 25 Feb 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick Jiayi Fu Xuandong Zhao Ruihan Yang Yuan Zhang Jiangjie Chen Yanghua Xiao WaLM 38 7 0 20 Feb 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text Xiaoman Xu Xiangrun Li Taihang Wang Jianxiang Tian Ye Jiang DeLMO 24 3 0 19 Feb 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 26 4 0 19 Feb 2024
LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction Tuning Rongsheng Wang Hao Chen Ruizhe Zhou Han Ma Yaofei Duan Yanlan Kang Songhua Yang Baoyu Fan Tao Tan DeLMO 31 8 0 02 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 26 81 0 22 Jan 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 56 0 22 Jan 2024
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers Yuling Shi Hongyu Zhang Chengcheng Wan Xiaodong Gu DeLMO 19 3 0 12 Jan 2024
Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text Muhammad Farid Adilazuarda DeLMO 13 0 0 21 Nov 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 30 50 0 24 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 16 22 0 23 Oct 2023
Who Said That? Benchmarking Social Media AI Detection Wanyun Cui Linqiu Zhang Qianle Wang Shuyang Cai DeLMO 19 7 0 12 Oct 2023
On the Generalization of Training-based ChatGPT Detection Methods Han Xu Jie Ren Pengfei He Shenglai Zeng Yingqian Cui Amy Liu Hui Liu Jiliang Tang DeLMO 11 13 0 02 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 157 0 25 Sep 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 31 14 0 05 Jul 2023