ConDA: Contrastive Domain Adaptation for AI-generated Text Detection

7 September 2023

Huan Liu

Papers citing "ConDA: Contrastive Domain Adaptation for AI-generated Text Detection"

31 / 31 papers shown

Title
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
Robust and Fine-Grained Detection of AI Generated Texts Ram Mohan Rao Kadiyala Siddartha Pullakhandam Kanwal Mehreen Drishti Sharma Siddhant Gupta ... Arvind Reddy Bobbili Suraj Telugara Chandrashekhar Modabbir Adeeb Srinadh Vura Hamza Farooq DeLMO 55 0 0 16 Apr 2025
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution Lucio La Cava Andrea Tagarelli DeLMO VLM 66 0 0 15 Apr 2025
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 50 0 0 10 Mar 2025
Machine-generated text detection prevents language model collapse George Drayson Emine Yilmaz Vasileios Lampos DeLMO 62 0 0 21 Feb 2025
The Cat and Mouse Game: The Ongoing Arms Race Between Diffusion Models and Detection Methods Linda Laurier Ave Giulietta Arlo Octavia Meade Cleti 53 3 0 24 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 26 0 0 08 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 28 0 0 04 Oct 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 40 2 0 25 Sep 2024
Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning Alimohammad Beigi Zhen Tan Nivedh Mudiam Canyu Chen Kai Shu Huan Liu DeLMO 36 2 0 31 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated Jiazhou Ji Ruizhe Li Shujun Li Jie Guo Weidong Qiu Zheng Huang Chiyu Chen Xiaoyu Jiang Xinru Lu DeLMO 37 7 0 26 Jun 2024
Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu Mengqi Zhang Ignacio Castro Shu Wu Gareth Tyson 45 2 0 11 Jun 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 40 0 0 27 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 44 60 0 01 Apr 2024
EAGLE: A Domain Generalization Framework for AI-generated Text Detection Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu DeLMO 34 5 0 23 Mar 2024
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales Ayushi Nirmal Amrita Bhattacharjee Paras Sheth Huan Liu AAML 43 11 0 19 Mar 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews Weixin Liang Zachary Izzo Yaohui Zhang Haley Lepp Hancheng Cao ... Haotian Ye Sheng Liu Zhi Huang Daniel A. McFarland James Y. Zou DeLMO 73 85 0 11 Mar 2024
Whose LLM is it Anyway? Linguistic Comparison and LLM Attribution for GPT-3.5, GPT-4 and Bard Ariel Rosenfeld T. Lazebnik DeLMO 43 7 0 22 Feb 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 36 5 0 19 Feb 2024
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs Zae Myung Kim Kwang Hee Lee Preston Zhu Vipul Raheja Dongyeop Kang DeLMO 40 8 0 16 Feb 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling Yuhui Shi Qiang Sheng Juan Cao Hao Mi Beizhe Hu Danding Wang 29 13 0 14 Feb 2024
Detecting LLM-Assisted Writing in Scientific Communication: Are We There Yet? T. Lazebnik Ariel Rosenfeld DeLMO 27 1 0 30 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 Wang Xin Li Luisa Verdoliva Shu Hu 88 57 0 22 Jan 2024
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 37 51 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 32 23 0 23 Oct 2023
Ghostbuster: Detecting Text Ghostwritten by Large Language Models Vivek Verma Eve Fleisig Nicholas Tomlin Dan Klein DeLMO 11 51 0 24 May 2023
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification J. Chen Richong Zhang Yongyi Mao Jie Xue 32 78 0 16 May 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang DeLMO 61 100 0 26 Mar 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 316 2,232 0 22 Mar 2023
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 177 9,332 0 28 May 2015