Fetching the paper…
Reading the bibliography…
This paper presents a comprehensive overview of the first edition of the Academic Essay Authenticity Challenge, organized as part of the GenAI Content Detection shared tasks collocated with COLING 2025.
Arabic learner corpus v1: A new resource for arabic language research
AYG Alfaifi and ES Atwell. 2013 · 2013
Earlier work this paper cites.
Unsupervised and distributional detection of machine-generated text
Matthias Gallé, Jos Rozen, Germán Kruszewski, and Hady Elsahar. 2021 · 2021
Earlier work this paper cites.
Dawn: Dynamic adversarial watermarking of neural networks
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, and N. Asokan. 2021 · 2021
Earlier work this paper cites.
Protecting intellectual property of language generation apis with lexical watermark
Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, and Chenguang Wang. 2022 · 2022
Earlier work this paper cites.
Building an annotated l1 arabic/l2 english bilingual writer corpus: The qatari corpus of argumentative writing (qcaw)
Abdelhamid M. Ahmed, Xiao Zhang, Lameya M. Rezk, and Wajdi Zaghouani. 2023 · 2023
Earlier work this paper cites.
ConDA: Contrastive domain adaptation for AI-generated text detection
Amrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, and Huan Liu. 2023 · 2023
Earlier work this paper cites.
Value attributed to text-based archives generated by artificial intelligence
Kohinoor Monish Darda, Marion Carre, and Emily S. Cross. 2023 · 2023
Earlier work this paper cites.
How close is chatgpt to human experts? comparison corpus, evaluation, and detection
Biyang Guo, Xin Zhang, Ziyuan Wang, Minqi Jiang, Jinran Nie, Yuxuan Ding, Jianwei Yue, and Yupeng Wu. 2023 · 2023
Earlier work this paper cites.
A watermark for large language models
John Kirchenbauer, Jonas Geiping, Yuxin Wen, Jonathan Katz, Ian Miers, and Tom Goldstein. 2023 · 2023
Earlier work this paper cites.
GPT detectors are biased against non-native english writers
Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, and James Zou. 2023 · 2023
Earlier work this paper cites.
AI-writing detection using an ensemble of transformers and stylometric features
George Mikros, Athanasios Koursaris, Dimitrios Bilianos, and George Markopoulos. 2023 · 2023
Earlier work this paper cites.
The chatgpt conundrum: Human-generated scientific manuscripts misidentified as ai creations by ai text detection tool
Hooman H. Rashidi, Brandon D. Fennell, Samer Albahra, Bo Hu, and Tom Gorbett. 2023 · 2023
Earlier work this paper cites.
Detecting and unmasking AI-generated texts through explainable artificial intelligence using stylistic features
Aditya Shah, Prateek Ranka, Urmi Dedhia, Shruti Prasad, Siddhi Muni, and Kiran Bhowmick. 2023 · 2023
Cited alongside, same era.
A multimodal approach for detecting AI generated content using BERT and CNN
Vismay Vora, Jenil Savla, Deevya Mehta, and Aruna Gawade. 2023 · 2023
Cited alongside, same era.
Testing of detection tools for AI-generated text
Debora Weber-Wulff, Alla Anohina-Naumeca, Sonja Bjelobaba, Tomáš Foltýnek, Jean Guerrero-Dib, Olumide Popoola, Petr Šigut, and Lorna Waddington. 2023 · 2023
Cited alongside, same era.
The limits of AI content detectors
Hongyu Wu and Tom Flanagan. 2023 · 2023
Cited alongside, same era.
A survey on llm-gernerated text detection: Necessity, methods, and future directions
Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Derek F Wong, and Lidia S Chao. 2023 · 2023
Cited alongside, same era.
Gpt-4o mini: Advancing cost-efficient intelligence
OpenAI. 2024 · 2024
Closest in time.
Simple techniques to bypass GenAI text detectors: Implications for inclusive education
Mike Perkins, Jasper Roe, Binh H. Vu, Darius Postma, Don Hickerson, James McGaughran, and Huy Q. Khuat. 2024 · 2024
Closest in time.
The science of detecting llm-generated text
Ruixiang Tang, Yu-Neng Chuang, and Xia Hu. 2024 · 2024
Closest in time.
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Gemini Team. 2024 · 2024
Closest in time.
QCAW 1.0: Building a qatari corpus of student argumentative writing
Wajdi Zaghouani, Abdelhamid Ahmed, Xiao Zhang, and Lameya Rezk. 2024 · 2024
Closest in time.
Team EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Peipeng Yu, Jiahan Chen, Xuan Feng, and Zhihua Xia. 2023 · 2023
Cited alongside, same era.
Distinguishing chatgpt(-3.5, -4)-generated and human-written papers through japanese stylometric analysis
Wataru Zaitsu and Mingzhe Jin. 2023 · 2023
Cited alongside, same era.
Phi-3 technical report: A highly capable language model locally on your phone
Marah Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, et al. 2024 · 2024
Cited alongside, same era.
Genqa: Generating millions of instructions from a handful of prompts
Jiuhai Chen, Rifaa Qadri, Yuxin Wen, Neel Jain, John Kirchenbauer, Tianyi Zhou, and Tom Goldstein. 2024 · 2024
Cited alongside, same era.
RAID: A shared benchmark for robust evaluation of machine-generated text detectors
Liam Dugan, Alyssa Hwang, Filip Trhlík, Andrew Zhu, Josh Magnus Ludan, Hainiu Xu, Daphne Ippolito, and Chris Callison-Burch. 2024 · 2024
Cited alongside, same era.
Machine-made media: Monitoring the mobilization of machine-generated articles on misinformation and mainstream news websites
Hans WA Hanley and Zakir Durumeric. 2024 · 2024
Cited alongside, same era.
M4: Multi-generator, multi-domain, and multi-lingual black-box machine-generated text detection
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold, Alham Aji, Nizar Habash, Iryna Gurevych, and Preslav Nakov. 2024b
Cited in the paper.
Shifali Agrahari, Subhashi Jayant, Saurabh Kumar, and Ranbir Sanasam. 2025 · 2025
Closest in time.
IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry
Mohammad AL-Smadi. 2025 · 2025
Closest in time.
RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts
Rana Gharib and Ahmed Elgendy. 2025 · 2025
Closest in time.
Tesla at GenAI Content Detection Task 1: LLM Agents in Multilingual Machine-Generated Text Detection
Vijayasaradhi Indurthi and Vasudeva Varma. 2025 · 2025
Closest in time.
CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays
Jiao Kaijie, Yao Xingyu, Ma Shixuan, Fang Sifan, Guo Zikang, Xu Benfeng, Zhang Licheng, Wang Quan, Zhang Yongdong, and Mao Zhendong. 2025 · 2025
Closest in time.
SemEval-2024 Task 8: Multidomain, multimodel and multilingual machine-generated text detection
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Thomas Arnold, Chenxi Whitehouse, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, and Preslav Nakov. 2024a · 2079
Closest in time.