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Automatic Detection of Generated Text is Easiest when Humans are Fooled

Annual Meeting of the Association for Computational Linguistics (ACL), 2019

2 November 2019

Papers citing "Automatic Detection of Generated Text is Easiest when Humans are Fooled"

50 / 214 papers shown

Title
HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection Fangqi Dai Xingjian Jiang Zizhuang Deng DeLMO 549 0 0 10 Nov 2025
Individualized Cognitive Simulation in Large Language Models: Evaluating Different Cognitive Representation Methods Tianyi Zhang Xiaolin Zhou Yunzhe Wang Erik Cambria David Traum Rui Mao LLMAG 93 1 0 23 Oct 2025
On the Detectability of LLM-Generated Text: What Exactly Is LLM-Generated Text? Mingmeng Geng Thierry Poibeau DeLMO 193 0 0 23 Oct 2025
Machine Text Detectors are Membership Inference Attacks Ryuto Koike Liam Dugan Masahiro Kaneko Chris Callison-Burch Naoaki Okazaki 143 1 0 22 Oct 2025
COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes Y. Li Shuangshuang Ying Xingwei Qu X. Li Sheng Jin ... L. Qin Stephen W. Huang Wanxiang Che Chenghua Lin Eli Zhang 116 0 0 16 Oct 2025
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study Matthieu Dubois François Yvon Pablo Piantanida DeLMO 172 1 0 15 Oct 2025
When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection Lang Gao Xuhui Li Chenxi Wang Mingzhe Li Wei Liu Zirui Song J. Zhang Rui Yan Preslav Nakov Xiuying Chen DeLMO 185 1 0 14 Oct 2025
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Soyeong Jeong Taehee Jung Sung Ju Hwang Joo-Kyung Kim Luan Tuyen Chau LLMAG LRM 88 0 0 08 Oct 2025
Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection Cong Zeng Shengkun Tang Yuanzhou Chen Zhiqiang Shen Wenchao Yu Xujiang Zhao H. Chen Wei Cheng zhiqiang xu DeLMO OODD 206 1 0 07 Oct 2025
ALHD: A Large-Scale and Multigenre Benchmark Dataset for Arabic LLM-Generated Text Detection Ali Khairallah Arkaitz Zubiaga DeLMO VLM 226 0 0 03 Oct 2025
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees Hongyi Zhou Jin Zhu Pingfan Su Kai Ye Ying Yang Shakeel A O B Gavioli-Akilagun Chengchun Shi DeLMO 397 1 0 29 Sep 2025
Who's Your Judge? On the Detectability of LLM-Generated Judgments Dawei Li Zhen Tan Chengshuai Zhao Bohan Jiang Baixiang Huang Pingchuan Ma Abdullah Alnaibari Kai Shu Huan Liu 165 0 0 29 Sep 2025
Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs Xingyu Fu Siyi Liu Yinuo Xu Pan Lu Guangqiuse Hu ... Chung Un Lee Yejin Choi James Zou Dan Roth Chris Callison-Burch 117 0 0 26 Sep 2025
Diversity Boosts AI-Generated Text Detection Advik Raj Basani Pin-Yu Chen DeLMO 275 3 0 23 Sep 2025
DNA-DetectLLM: Unveiling AI-Generated Text via a DNA-Inspired Mutation-Repair Paradigm Xiaowei Zhu Yubing Ren Fang Fang Qingfeng Tan S. Wang Yanan Cao DeLMO 216 0 0 19 Sep 2025
DetectAnyLLM: Towards Generalizable and Robust Detection of Machine-Generated Text Across Domains and Models Jiachen Fu Chun-Le Guo Chongyi Li MLLM DeLMO 173 0 0 15 Sep 2025
LLM Encoder vs. Decoder: Robust Detection of Chinese AI-Generated Text with LoRA Houji Jin Negin Ashrafi A. Abdollahi Wei Liu Jian Wang Ganyu Gui Maryam Pishgar H. Feng 56 0 0 31 Aug 2025
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language ModelsNeural Networks (NN), 2025 Zuquan Peng Jianming Fu Lixin Zou Li Zheng Yanzhen Ren Guojun Peng AAML 80 0 0 30 Aug 2025
ChatGPT-generated texts show authorship traits that identify them as non-human Vittoria Dentella Weihang Huang Silvia Angela Mansi Jack Grieve Evelina Leivada DeLMO 140 0 0 22 Aug 2025
Two Birds with One Stone: Multi-Task Detection and Attribution of LLM-Generated Text Zixin Rao Youssef Mohamed Shang Liu Zeyan Liu DeLMO 152 0 0 19 Aug 2025
Authorship Attribution in Multilingual Machine-Generated Texts Lucio La Cava Dominik Macko Robert Moro Ivan Srba Andrea Tagarelli DeLMO 103 2 0 03 Aug 2025
Linguistic and Embedding-Based Profiling of Texts generated by Humans and Large Language Models Sergio E. Zanotto Segun Aroyehun DeLMO 385 3 0 18 Jul 2025
$$\texttt{Droid}$: A Resource Suite for AI-Generated Code Detection$ $\texttt{Droid}$ : A Resource Suite for AI-Generated Code Detection Daniil Orel Indraneil Paul Iryna Gurevych Preslav Nakov 207 0 0 11 Jul 2025
A Mathematical Theory of Discursive Networks Juan B. Gutiérrez 380 0 0 09 Jul 2025
Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View FusionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Markus Frohmann Gabriel Meseguer-Brocal Markus Schedl Elena V. Epure AAML 300 0 0 19 Jun 2025
GradEscape: A Gradient-Based Evader Against AI-Generated Text Detectors Wenlong Meng Shuguo Fan Chengkun Wei Min Chen Yuwei Li Yuanchao Zhang Zhikun Zhang Wenzhi Chen 193 0 0 09 Jun 2025
AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection Jiatao Li Mao Ye Cheng Peng Xunjian Yin Xiaojun Wan 163 2 0 21 May 2025
Language Models Optimized to Fool Detectors Still Have a Distinct Style (And How to Change It) Rafael Rivera Soto Barry Chen Nicholas Andrews 287 0 0 20 May 2025
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 509 2 0 08 May 2025
Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text Shifali Agrahari Sanasam Ranbir Singh DeLMO LRM 193 1 0 23 Apr 2025
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution Lucio La Cava Andrea Tagarelli DeLMO VLM 235 3 0 15 Apr 2025
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion Dongjun Wei Minjia Mao Xiao Fang Michael Chau DeLMO 255 3 0 01 Apr 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa Babangida Sani Aakansha Soy Sukairaj Hafiz Imam A. Mustapha L. Aliyu Idris Abdulmumin Ibrahim Said Ahmad Shamsuddeen Hassan Muhammad DeLMO 288 1 0 17 Mar 2025
Feature Extraction and Analysis for GPT-Generated TextAdvances in Artificial Intelligence and Machine Learning (AAIML), 2025 A. Selvioğlu V. Adanova M. Atagoziev DeLMO 257 2 0 17 Mar 2025
Detection Avoidance Techniques for Large Language ModelsData & Policy (DP), 2025 Sinclair Schneider Florian Steuber João A. G. Schneider Gabi Dreo Rodosek DeLMO 253 1 0 10 Mar 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 289 2 0 10 Mar 2025
Collaborative Evaluation of Deepfake Text with Deliberation-Enhancing Dialogue Systems Jooyoung Lee Xiaochen Zhu Georgi Karadzhov Tom Stafford Andreas Vlachos Dongwon Lee 252 1 0 06 Mar 2025
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text Guangsheng Bao Lihua Rong Yanbin Zhao Qiji Zhou Yue Zhang 206 7 0 01 Mar 2025
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text DetectionInternational Conference on Learning Representations (ICLR), 2024 Guangsheng Bao Yanbin Zhao Juncai He Yue Zhang VLM 337 12 0 20 Feb 2025
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability Ryuto Koike Masahiro Kaneko Ayana Niwa Preslav Nakov Naoaki Okazaki DeLMO 274 1 0 17 Feb 2025
Idiosyncrasies in Large Language Models Mingjie Sun Yida Yin Zhiqiu Xu J. Zico Kolter Zhuang Liu 327 17 0 17 Feb 2025
Communication is All You Need: Persuasion Dataset Construction via Multi-LLM Communication Weicheng Ma Hefan Zhang Ivory Yang Shiyu Ji Joice Chen ... Shubham Mohole Ethan Gearey Michael Macy Saeed Hassanpour Soroush Vosoughi 261 4 0 13 Feb 2025
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings Ahmed K. Kadhim Lei Jiao Rishad Shafik Ole-Christoffer Granmo DeLMO 376 5 0 31 Jan 2025
FDLLM: A Dedicated Detector for Black-Box LLMs Fingerprinting Zhiyuan Fu Junfan Chen Lan Zhang Ting Yang Jun Niu ... Ruidong Li Peng Liu Yuqing Zhang Fannv He Yuqing Zhang DeLMO 309 0 0 27 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 841 481 0 20 Jan 2025
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Yule Liu Zhiyuan Zhong Yifan Liao Zhen Sun Jingyi Zheng ... Qingyuan Gong Fenghua Tong Yang Chen Yang Zhang Xinlei He DeLMO 308 0 0 23 Dec 2024
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024 Jiaqi Chen Xiaoye Zhu Tianyang Liu Yuxiao Chen Xinhui Chen ... Lei Zhang Chenyu Yan Guanghao Mei Jie M. Zhang Guang Dai DeLMO 218 7 0 11 Dec 2024
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated TextBigData Congress [Services Society] (BSS), 2024 Weiqing He Bojian Hou Tianqi Shang Davoud Ataee Tarzanagh Qi Long Li Shen DeLMO 279 4 0 17 Nov 2024
Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers German Gritsai Ildar Khabutdinov Andrey Grabovoy DeLMO 224 4 0 11 Nov 2024
Beemo: Benchmark of Expert-edited Machine-generated OutputsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 514 17 0 06 Nov 2024