The Science of Detecting LLM-Generated Texts

4 February 2023

Papers citing "The Science of Detecting LLM-Generated Texts"

44 / 94 papers shown

Title
Using LLM such as ChatGPT for Designing and Implementing a RISC Processor: Execution,Challenges and Limitations S. Hossain Aayush Gohil Yizhou Wang 14 3 0 18 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 55 56 0 11 Jan 2024
Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors Yi-Fan Zhang Zhang Zhang Liang Wang Tien-Ping Tan Rong Jin DeLMO 90 8 0 20 Dec 2023
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 31 11 0 13 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 16 8 0 11 Dec 2023
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking Karanpartap Singh James Zou WaLM 96 9 0 04 Dec 2023
Understanding Opinions Towards Climate Change on Social Media Yashaswi Pupneja Joseph Zou Sacha Lévy Shenyang Huang 30 3 0 02 Dec 2023
Large Language Models in Education: Vision and Opportunities Wensheng Gan Zhenlian Qi Jiayang Wu Chun-Wei Lin AI4Ed 36 69 0 22 Nov 2023
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing Jie Ren Han Xu Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang OffRL 19 42 0 15 Nov 2023
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 19 6 0 14 Nov 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 16 10 0 13 Nov 2023
DEMASQ: Unmasking the ChatGPT Wordsmith Kavita Kumari Alessandro Pegoraro Hossein Fereidooni Ahmad-Reza Sadeghi DeLMO 11 4 0 08 Nov 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 36 10 0 30 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 24 22 0 23 Oct 2023
REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models Ruisi Zhang Shehzeen Samarah Hussain Paarth Neekhara F. Koushanfar 20 27 0 18 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 34 54 0 10 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 158 0 25 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 31 45 0 22 Sep 2023
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content Charles OÑeill Jack Miller I. Ciucă Y. Ting 丁 Thang Bui 15 3 0 26 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 31 76 0 24 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 29 36 0 24 Aug 2023
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP Lu Yan Zhuo Zhang Guanhong Tao Kaiyuan Zhang Xuan Chen Guangyu Shen Xiangyu Zhang AAML SILM 51 16 0 04 Aug 2023
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles Andrei Preda Dumitru-Clementin Cercel Traian Rebedea Costin-Gabriel Chiru 14 1 0 02 Aug 2023
Anatomy of an AI-powered malicious social botnet Kai-Cheng Yang Filippo Menczer DeLMO 27 66 0 30 Jul 2023
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 25 74 0 21 Jul 2023
Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text Lingyi Yang Feng Jiang Haizhou Li DeLMO 27 23 0 21 Jul 2023
Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow Maria del Rio-Chanona Nadzeya Laurentsyeva Johannes Wachs ELM 17 32 0 14 Jul 2023
Detecting LLM-Generated Text in Computing Education: A Comparative Study for ChatGPT Cases Michael Sheinman Orenstrakh Oscar Karnalim C. Suárez Michael Liut DeLMO 21 56 0 10 Jul 2023
Self-Consuming Generative Models Go MAD Sina Alemohammad Josue Casco-Rodriguez Lorenzo Luzi Ahmed Imtiaz Humayun H. Babaei Daniel LeJeune Ali Siahkoohi Richard G. Baraniuk WIGM 18 139 0 04 Jul 2023
Personality Traits in Large Language Models Gregory Serapio-García Mustafa Safdari Clément Crepy Luning Sun Stephen Fitz P. Romero Marwa Abdulhai Aleksandra Faust Maja J. Matarić LM&MA LLMAG 53 118 0 01 Jul 2023
Beyond Black Box AI-Generated Plagiarism Detection: From Sentence to Document Level Mujahid Ali Quidwai Chun Xing Li Parijat Dube DeLMO 23 16 0 13 Jun 2023
On the Reliability of Watermarks for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Manli Shu Khalid Saifullah Kezhi Kong Kasun Fernando Aniruddha Saha Micah Goldblum Tom Goldstein WaLM 16 113 0 07 Jun 2023
On the Detectability of ChatGPT Content: Benchmarking, Methodology, and Evaluation through the Lens of Academic Writing Zeyan Liu Zijun Yao Fengjun Li Bo Luo DeLMO 14 17 0 07 Jun 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 32 32 0 26 May 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model Zirui Liu Guanchu Wang Shaochen Zhong Zhaozhuo Xu Daochen Zha ... Zhimeng Jiang Kaixiong Zhou V. Chaudhary Shuai Xu Xia Hu 30 11 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 27 37 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 19 117 0 24 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 21 29 0 16 May 2023
Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models Daochen Zha Louis Feng Liangchen Luo Bhargav Bhushanam Zirui Liu ... J. McMahon Yuzhen Huang Bryan Clarke A. Kejariwal Xia Hu 50 7 0 03 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 125 614 0 26 Apr 2023
To ChatGPT, or not to ChatGPT: That is the question! Alessandro Pegoraro Kavita Kumari Hossein Fereidooni A. Sadeghi DeLMO 14 49 0 04 Apr 2023
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking Ruixiang Tang Qizhang Feng Ninghao Liu Fan Yang Xia Hu 24 35 0 20 Mar 2023
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods Chao Zhou Cheng Qiu Daniel Ernesto Acuna 24 25 0 13 Dec 2022
Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection Ruixiang Tang Mengnan Du Xia Hu 30 3 0 17 Nov 2020