Title
Machine-Generated Text Detection using Deep Learning Raghav Gaggar Ashish Bhagchandani Harsh V Oza DeLMO 20 2 0 26 Nov 2023
Controlled Text Generation via Language Model Arithmetic Jasper Dekoninck Marc Fischer Luca Beurer-Kellner Martin Vechev 31 36 0 24 Nov 2023
Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review Ming Li Ariunaa Enkhtur B. Yamamoto Fei Cheng Lilan Chen AI4CE 34 3 0 24 Nov 2023
IW-GAE: Importance Weighted Group Accuracy Estimation for Improved Calibration and Model Selection in Unsupervised Domain Adaptation Taejong Joo Diego Klabjan 43 1 0 16 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 32 34 0 09 Oct 2023
An Empirical Study of AI Generated Text Detection Tools Arslan Akram DeLMO 34 29 0 27 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 33 11 0 23 Sep 2023
Generative AI Text Classification using Ensemble LLM Approaches Harika Abburi Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 29 46 0 14 Sep 2023
The Costly Dilemma: Generalization, Evaluation and Cost-Optimal Deployment of Large Language Models Abi Aryan Aakash Kumar Nain Andrew McMahon Lucas Augusto Meyer Harpreet Sahota 27 6 0 15 Aug 2023
A Cost Analysis of Generative Language Models and Influence Operations Micah Musser 32 19 0 07 Aug 2023
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy Yu Fu Deyi Xiong Yue Dong WaLM 53 32 0 25 Jul 2023
Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text Lingyi Yang Feng Jiang Haizhou Li DeLMO 45 23 0 21 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 32 58 0 10 Jul 2023
RADAR: Robust AI-Text Detection via Adversarial Learning Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho DeLMO 52 115 0 07 Jul 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 41 16 0 05 Jul 2023
Multiscale Positive-Unlabeled Detection of AI-Generated Texts Yuchuan Tian Hanting Chen Xutao Wang Zheyuan Bai Qinghua Zhang Ruifeng Li Chaoxi Xu Yunhe Wang DeLMO 38 43 0 29 May 2023
Baselines for Identifying Watermarked Large Language Models Leonard Tang Gavin Uberti Tom Shlomi WaLM 13 3 0 29 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 38 20 0 26 May 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text Jinyan Su Terry Yue Zhuo Di Wang Preslav Nakov DeLMO 47 123 0 23 May 2023
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection Xiao Yu Yuang Qi Kejiang Chen Guoqiang Chen Xi Yang Pengyuan Zhu Xiuwei Shang Weiming Zhang Neng H. Yu DeLMO 13 11 0 21 May 2023
Smaller Language Models are Better Black-box Machine-Generated Text Detectors Niloofar Mireshghallah Justus Mattern Sicun Gao Reza Shokri Taylor Berg-Kirkpatrick DeLMO 27 48 0 17 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 23 29 0 16 May 2023
GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content Yutian Chen Hao Kang Vivian Zhai Liang Li Rita Singh B. Ramakrishnan DeLMO 28 56 0 13 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 36 248 0 07 Apr 2023
To ChatGPT, or not to ChatGPT: That is the question! Alessandro Pegoraro Kavita Kumari Hossein Fereidooni A. Sadeghi DeLMO 35 49 0 04 Apr 2023
Assessing Language Model Deployment with Risk Cards Leon Derczynski Hannah Rose Kirk Vidhisha Balachandran Sachin Kumar Yulia Tsvetkov M. Leiser Saif Mohammad 30 42 0 31 Mar 2023
ChatGPT or academic scientist? Distinguishing authorship with over 99% accuracy using off-the-shelf machine learning tools H. Desaire Aleesa E Chua Madeline Isom Romana Jarosova David C. Hua DeLMO 27 6 0 28 Mar 2023
Democratising AI: Multiple Meanings, Goals, and Methods Elizabeth Seger Aviv Ovadya Ben Garfinkel Divya Siddarth Allan Dafoe 24 55 0 22 Mar 2023
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models Tyna Eloundou Sam Manning Pamela Mishkin Daniel Rock ELM 44 382 0 17 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 38 509 0 07 Mar 2023
Stylometric Detection of AI-Generated Text in Twitter Timelines Tharindu Kumarage Joshua Garland Amrita Bhattacharjee K. Trapeznikov Scott W. Ruston Huan Liu DeLMO 33 59 0 07 Mar 2023
Talking Abortion (Mis)information with ChatGPT on TikTok Filipo Sharevski J. Loop Peter Jachim Amy Devine Emma Pieroni 37 5 0 23 Feb 2023
Data Augmentation for Neural NLP Domagoj Pluscec Jan Snajder 31 6 0 22 Feb 2023
Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media Alessandro Gambetti Qiwei Han DeLMO 21 9 0 10 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 36 98 0 05 Feb 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Xia Hu DeLMO 42 169 0 04 Feb 2023
The Turing Deception David Noever Matt Ciolino DeLMO ELM LRM 80 9 0 09 Dec 2022
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models Peter Henderson E. Mitchell Christopher D. Manning Dan Jurafsky Chelsea Finn 25 47 0 27 Nov 2022
Execution-based Evaluation for Data Science Code Generation Models Junjie Huang Chenglong Wang Jipeng Zhang Cong Yan Haotian Cui J. Inala Colin B. Clement Nan Duan Jianfeng Gao ELM 41 35 0 17 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 45 79 0 31 Oct 2022
Deepfake Text Detection: Limitations and Opportunities Jiameng Pu Zain Sarwar Sifat Muhammad Abdullah A. Rehman Yoonjin Kim P. Bhattacharya M. Javed Bimal Viswanath AAML 24 54 0 17 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 50 107 0 13 Oct 2022
Whodunit? Learning to Contrast for Authorship Attribution Bo Ai Yuchen Wang Yugin Tan Samson Tan SSL 21 17 0 23 Sep 2022
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application Ramit Sawhney A. Neerkaje Ivan Habernal Lucie Flek 29 3 0 05 Sep 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 35 235 0 05 Aug 2022
The Fallacy of AI Functionality Inioluwa Deborah Raji Indra Elizabeth Kumar Aaron Horowitz Andrew D. Selbst 34 180 0 20 Jun 2022
DIALOG-22 RuATD Generated Text Detection Narek Maloyan Bulat Nutfullin Eugene Ilyushin DeLMO 30 8 0 16 Jun 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 48 168 0 12 Apr 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 22 10 0 19 Mar 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 372 12,081 0 04 Mar 2022