How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

18 January 2023

Papers citing "How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection"

50 / 84 papers shown

Title
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 47 0 0 08 May 2025
AI with Emotions: Exploring Emotional Expressions in Large Language Models Shin-nosuke Ishikawa Atsushi Yoshino LLMAG AI4MH 73 0 0 20 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 39 0 0 15 Apr 2025
CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings Daniil Orel Dilshod Azizov Preslav Nakov DeLMO 55 0 0 17 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 50 0 0 10 Mar 2025
Advancing MAPF towards the Real World: A Scalable Multi-Agent Realistic Testbed (SMART) Jingtian Yan Zhifei Li William Kang Yulun Zhang Stephen Smith Jiaoyang Li 48 0 0 03 Mar 2025
Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing Shoumik Saha S. Feizi DeLMO 74 1 0 21 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 66 0 0 16 Feb 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 132 3 0 07 Feb 2025
FDLLM: A Text Fingerprint Detection Method for LLMs in Multi-Language, Multi-Domain Black-Box Environments Zhiyuan Fu Junfan Chen Hongyu Sun Ting Yang Ruidong Li Yuqing Zhang 52 0 0 28 Jan 2025
Consistency of Responses and Continuations Generated by Large Language Models on Social Media Wenlu Fan Bo Li Chenyang Wang Bin Wang Wentao Xu 67 1 0 14 Jan 2025
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 58 2 0 31 Oct 2024
Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework Zhen Tao Zhiyu Li Runyu Chen Dinghao Xi Wei Xu DeLMO 31 1 0 18 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 Yiming Li DeLMO 47 5 0 18 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 28 0 0 08 Oct 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 50 3 0 27 Sep 2024
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework Yuting Hu Dancheng Liu Qingyun Wang Charles Yu Chenhui Xu Qingxiao Zheng Heng Ji Jinjun Xiong LLMAG 47 0 0 20 Aug 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 41 6 0 03 Jul 2024
Variationist: Exploring Multifaceted Variation and Bias in Written Language Data Alan Ramponi Camilla Casula Stefano Menini 38 3 0 25 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 79 8 0 21 Jun 2024
RU-AI: A Large Multimodal Dataset for Machine Generated Content Detection Liting Huang Zhihao Zhang Yiran Zhang Xiyue Zhou Shoujin Wang NoLa 46 2 0 07 Jun 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 40 0 0 27 May 2024
ChatGPT Code Detection: Techniques for Uncovering the Source of Code Marc Oedingen Raphael C. Engelhardt Robin Denz Maximilian Hammer Wolfgang Konen DeLMO 50 9 0 24 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 46 4 0 07 May 2024
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack Kaiyi Pang Tao Qi Chuhan Wu Minhao Bai Minghu Jiang Yongfeng Huang AAML WaLM 72 2 0 03 May 2024
MUGC: Machine Generated versus User Generated Content Detection Yaqi Xie Anjali Rawal Yujing Cen Dixuan Zhao S. K. Narang Shanu Sushmita DeLMO 43 3 0 28 Mar 2024
What is different between these datasets? Varun Babbar Zhicheng Guo Cynthia Rudin 59 1 0 08 Mar 2024
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines Lijia Ma Xingchen Xu Yong-Ming Tan 32 8 0 29 Feb 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 36 5 0 19 Feb 2024
Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation Xunjian Yin Xu Zhang Jie Ruan Xiaojun Wan ELM 41 18 0 18 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 35 159 0 06 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation Yoo Yeon Sung Ishani Mondal Jordan L. Boyd-Graber 30 0 0 20 Jan 2024
Authorship Obfuscation in Multilingual Machine-Generated Text Detection Dominik Macko Robert Moro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee Jakub Simko Maria Bielikova DeLMO 40 17 0 15 Jan 2024
Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection G. Fatouros Konstantinos Metaxas John Soldatos D. Kyriazis AIFin 44 20 0 08 Jan 2024
An Investigation of Large Language Models for Real-World Hate Speech Detection Keyan Guo Alexander Hu Jaden Mu Ziheng Shi Ziming Zhao Nishant Vishwamitra Hongxin Hu 27 12 0 07 Jan 2024
Deep dive into language traits of AI-generated Abstracts Vikas Kumar Amisha Bharti Devanshu Verma Vasudha Bhatnagar DeLMO 14 1 0 17 Dec 2023
Classification of Human- and AI-Generated Texts for English, French, German, and Spanish Kristina Schaaff Tim Schlippe Lorenz Mindner DeLMO 22 4 0 08 Dec 2023
Machine-Generated Text Detection using Deep Learning Raghav Gaggar Ashish Bhagchandani Harsh V Oza DeLMO 20 2 0 26 Nov 2023
Complementary Advantages of ChatGPTs and Human Readers in Reasoning: Evidence from English Text Reading Comprehension Tongquan Zhou Yao Zhang Siyi Cao Yulu Li Tao Wang AI4MH LRM 35 2 0 17 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 28 45 0 15 Nov 2023
Chatbot-supported Thesis Writing: An Autoethnographic Report Nicolas Schwenke Heinrich Söbke E. Kraft 21 8 0 14 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 35 20 0 13 Oct 2023
Embarrassingly Simple Text Watermarks Ryoma Sato Yuki Takezawa Han Bao Kenta Niwa Makoto Yamada WaLM 32 14 0 13 Oct 2023
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation Jian Wang Yi Cheng Dongding Lin Chak Tou Leong Wenjie Li 24 16 0 11 Oct 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 41 33 0 01 Oct 2023
An Empirical Study of AI Generated Text Detection Tools Arslan Akram DeLMO 39 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
The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie Negin Yazdani Motlagh Matin Khajavi Abbas Sharifi Mohsen Ahmadi 30 28 0 05 Sep 2023
NLLG Quarterly arXiv Report 06/23: What are the most influential current AI Papers? Steffen Eger Christoph Leiter Jonas Belouadi Ran Zhang Aida Kostikova Daniil Larionov Yanran Chen Vivian Fresen AI4CE 29 4 0 31 Jul 2023