GenAIDetect 2025: all accepted papers
- AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection ↗Avanti Bhandarkar, Ronald Wilson, Damon Woodard
- AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection ↗Azad Singh, Vishnu Tripathi, Ravindra Kumar Pandey et al.
- Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking ↗German Gritsai, Anastasia Voznyuk, Ildar Khabutdinov et al.
- BBN-U.Oregon's ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection ↗Hemanth Kandula, Chak Fai Li, Haoling Qiu et al.
- Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs ↗Shushanta Pudasaini, Luis Miralles, David Lillis et al.
- CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection ↗Tolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Fatima Uroosa et al.
- CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in EnglishTolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Oluwatobi Joseph Abiola et al.our summary
- CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays ↗Kaijie Jiao, Xingyu Yao, Shixuan Ma et al.
- CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches ↗Annepaka Yadagiri, Reddi Mohana Krishna, L D M S Sai Teja et al.
- CNLP-NITS-PP at GenAI Detection Task 2: Leveraging DistilBERT and XLM-RoBERTa for Multilingual AI-Generated Text Detection ↗Annepaka Yadagiri, Reddi Mohana Krishna, Partha Pakray
- CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques ↗L D M S Sai Teja, Annepaka Yadagiri, M Srikar Vardhan et al.
- Cross-table Synthetic Tabular Data Detection ↗G. Charbel N. Kindji, Lina M. Rojas Barahona, Elisa Fromont et al.
- DAMAGE: Detecting Adversarially Modified AI Generated Text ↗Elyas Masrour, Bradley N. Emi, Max Spero
- DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features ↗Zhaowen Zhang, Songhao Chen, Bingquan Liu
- EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays ↗Shifali Agrahari, Subhashi Jayant, Saurabh Kumar et al.
- Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection ↗Karla Schaefer, Martin Steinebach
- GPT-4 is Judged More Human than Humans in Displaced and Inverted Turing Tests ↗Ishika M. Rathi, Sydney Taylor, Benjamin Bergen et al.
- GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human ↗Yuxia Wang, Artem Shelmanov, Jonibek Mansurov et al.
- GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity ChallengeShammur Absar Chowdhury, Hind Almerekhi, Mucahid Kutlu et al.our summary
- GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge ↗Liam Dugan, Andrew Zhu, Firoj Alam et al.
- I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text ↗Kaan Efe Keleş, Ömer Kaan Gürbüz, Mucahid Kutlu
- L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? ↗Hanh Thi Hong Tran, Nguyen Tien Nam
- Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains ↗Abishek R. Edikala, Gregorios A. Katsios, Noelie Creaghe et al.
- MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models ↗Matthieu Dubois, François Yvon, Pablo Piantanida
- Mirror Minds : An Empirical Study on Detecting LLM-Generated Text via LLMs ↗Josh Baradia, Shubham Gupta, Suman Kundu
- Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text ↗Hancheol Park, Jaeyeon Kim, Geonmin Kim et al.
- OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification ↗Shifali Agrahari, Sanasam Ranbir Singh
- Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection ↗Bradley N. Emi, Max Spero, Elyas Masrour
- Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation ↗Shifali Agrahari, Prabhat Mishra, Sujit Kumar
- SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs ↗Aldan Creo, Shushanta Pudasaini
- Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text? ↗Teodor-George Marchitan, Claudiu Creanga, Liviu P. Dinu
- TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts ↗Gull Mehak, Amna Qasim, Abdul Gafar Manuel Meque et al.
- Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity ↗Vijayasaradhi Indurthi, Vasudeva Varma
- Text Graph Neural Networks for Detecting AI-Generated Content ↗Andric Valdez-Valenzuela, Helena Gómez-Adorno, Manuel Montes-y-Gómez
- The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots ↗Vasudha Varadarajan, Salvatore Giorgi, Siddharth Mangalik et al.
- TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning ↗Kaan Efe Keleş, Mucahid Kutlu
- Your Large Language Models are Leaving Fingerprints ↗Hope McGovern, Rickard Stureborg, Yoshi Suhara et al.
- nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models ↗L D M S Sai Teja, Annepaka Yadagiri, M Srikar Vardhan et al.
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