The Science of Detecting LLM-Generated Texts

4 February 2023

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

50 / 94 papers shown

Title
Information Retrieval in the Age of Generative AI: The RGB Model M. Garetto Alessandro Cornacchia Franco Galante Emilio Leonardi A. Nordio A. Tarable 83 0 0 29 Apr 2025
A Perplexity and Menger Curvature-Based Approach for Similarity Evaluation of Large Language Models Yuantao Zhang Zhankui Yang AAML 25 0 0 05 Apr 2025
Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities Lele Cao 36 0 0 02 Apr 2025
A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content Lele Cao DeLMO 42 0 0 02 Apr 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
FedEAT: A Robustness Optimization Framework for Federated LLMs Yahao Pang Xingyuan Wu Xiaojin Zhang Wei Chen Hai Jin FedML 77 0 0 17 Feb 2025
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text Ayat Najjar Huthaifa I. Ashqar Omar Darwish Eman Hammad DeLMO 40 0 0 06 Jan 2025
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs Ratnesh Kumar Joshi Sagnik Sengupta Asif Ekbal HILM KELM 37 0 0 24 Dec 2024
On the Use of Deep Learning Models for Semantic Clone Detection Subroto Nag Pinku Debajyoti Mondal C. Roy 67 3 0 19 Dec 2024
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 66 4 0 06 Nov 2024
Enhancing Authorship Attribution through Embedding Fusion: A Novel Approach with Masked and Encoder-Decoder Language Models A. Kaushik Sunil Rufus R P N. Ratha DeLMO 29 1 0 01 Nov 2024
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges Ruisi Zhang F. Koushanfar WaLM 36 0 0 24 Oct 2024
Provably Robust Watermarks for Open-Source Language Models Miranda Christ Sam Gunn Tal Malkin Mariana Raykova WaLM 39 2 0 24 Oct 2024
Do LLMs write like humans? Variation in grammatical and rhetorical styles Alex Reinhart David West Brown Ben Markey Michael Laudenbach Kachatad Pantusen Ronald Yurko Gordon Weinberg DeLMO 36 5 0 21 Oct 2024
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement Zihao Cheng Li Zhou Feng Jiang Benyou Wang H. Li DeLMO 39 4 0 18 Oct 2024
The Rise of AI-Generated Content in Wikipedia Creston Brooks Samuel Eggert Denis Peskoff DeLMO 15 8 0 10 Oct 2024
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text Zhenyu Xu Kun Zhang Victor S. Sheng WaLM 36 2 0 09 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 23 0 0 04 Oct 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 27 2 0 25 Sep 2024
Objection Overruled! Lay People can Distinguish Large Language Models from Lawyers, but still Favour Advice from an LLM Eike Schneiders Tina Seabrooke Joshua Krook Richard Hyde Natalie Leesakul Jeremie Clos Joel Fischer ELM 32 2 0 12 Sep 2024
Human Perception of LLM-generated Text Content in Social Media Environments Kristina Radivojevic Matthew Chou Karla Badillo-Urquiola Paul Brenner DeLMO 16 3 0 10 Sep 2024
Automatic Detection of LLM-generated Code: A Case Study of Claude 3 Haiku Musfiqur Rahman SayedHassan Khatoonabadi Ahmad Abdellatif Emad Shihab 29 3 0 02 Sep 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection Mervat Abassy Kareem Elozeiri Alexander Aziz Minh Ngoc Ta Raj Vardhan Tomar ... Alham Fikri Aji Artem Shelmanov Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 48 11 0 08 Aug 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 35 2 0 12 Jul 2024
SMLT-MUGC: Small, Medium, and Large Texts -- Machine versus User-Generated Content Detection and Comparison Anjali Rawal Hui Wang Youjia Zheng Yu-Hsuan Lin Shanu Sushmita DeLMO 25 0 0 28 Jun 2024
Evaluating the Efficacy of Foundational Models: Advancing Benchmarking Practices to Enhance Fine-Tuning Decision-Making O. Amujo S. Yang 22 0 0 25 Jun 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
Entropy-Reinforced Planning with Large Language Models for Drug Discovery Xuefeng Liu Chih-chan Tien Peng Ding Songhao Jiang Rick L. Stevens 43 4 0 11 Jun 2024
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 32 10 0 01 Jun 2024
Slaves to the Law of Large Numbers: An Asymptotic Equipartition Property for Perplexity in Generative Language Models Avinash Mudireddy Tyler Bell R. Mudumbai 21 1 0 22 May 2024
WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs Hongbo Chen Yifan Zhang Xing Han Huanyao Rong Yuheng Zhang Tianhao Mao Hang Zhang XiaoFeng Wang Luyi Xing Xun Chen 35 2 0 02 May 2024
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts Tolga Buz Benjamin Frost Nikola Genchev Moritz Schneider Lucie-Aimée Kaffee Gerard de Melo DeLMO 26 9 0 02 May 2024
Octopus v4: Graph of language models Wei Chen Zhiyuan Li 25 5 0 30 Apr 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 40 5 0 22 Apr 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 65 24 0 19 Mar 2024
Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation Anirban Mukherjee 27 4 0 17 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 34 10 0 02 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 42 7 0 29 Feb 2024
An Iterative Associative Memory Model for Empathetic Response Generation Zhou Yang Zhaochun Ren Yufeng Wang Chao Chen Haizhou Sun Xiaofei Zhu Xiangwen Liao 35 4 0 28 Feb 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
Whose LLM is it Anyway? Linguistic Comparison and LLM Attribution for GPT-3.5, GPT-4 and Bard Ariel Rosenfeld T. Lazebnik DeLMO 38 7 0 22 Feb 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 32 8 0 22 Feb 2024
ChatGPT vs LLaMA: Impact, Reliability, and Challenges in Stack Overflow Discussions Leuson Da Silva Jordan Samhi Foutse Khomh ALM SILM ELM AI4MH 21 10 0 13 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
Detecting LLM-Assisted Writing in Scientific Communication: Are We There Yet? T. Lazebnik Ariel Rosenfeld DeLMO 15 1 0 30 Jan 2024
A Linguistic Comparison between Human and ChatGPT-Generated Conversations Morgan Sandler Hyesun Choung Arun Ross Prabu David DeLMO 19 8 0 29 Jan 2024
Raidar: geneRative AI Detection viA Rewriting Chengzhi Mao Carl Vondrick Hao Wang Junfeng Yang DeLMO 26 23 0 23 Jan 2024
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection Feng Xiong Thanet Markchom Ziwei Zheng Subin Jung Varun Ojha Huizhi Liang DeLMO 14 4 0 22 Jan 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
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Haixing Dai Lin Zhao Gengchen Mai Ninghao Liu Tianming Liu AIFin 34 78 0 22 Jan 2024