FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning

FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning

20 May 2025

My Anh Tran Nguyen

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Papers citing "FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning"

16 / 16 papers shown

Title
Increasing the Robustness of the Fine-tuned Multilingual Machine-Generated Text Detectors Dominik Macko Robert Moro Ivan Srba DeLMO 115 3 0 19 Mar 2025
Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing Shoumik Saha Soheil Feizi DeLMO 106 3 0 21 Feb 2025
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Ayat A. Najjar Huthaifa I. Ashqar Omar A. Darwish Eman Hammad DeLMO 38 2 0 06 Jan 2025
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 130 8 0 06 Nov 2024
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement Zihao Cheng Li Zhou Feng Jiang Benyou Wang Haoyang Li DeLMO 82 5 0 18 Oct 2024
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits Tuhin Chakrabarty Philippe Laban Chien-Sheng Wu 88 13 0 22 Sep 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection Mervat Abassy Kareem Elozeiri Alexander Aziz Minh Ngoc Ta Raj Vardhan Tomar ... Alham Fikri Aji Artem Shelmanov Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 95 21 0 08 Aug 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 71 40 0 17 Feb 2024
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? Qihui Zhang Chujie Gao Dongping Chen Yue Huang Yixin Huang ... Shilin Zhang Weiye Li Zhengyan Fu Yao Wan Lichao Sun DeLMO 49 31 0 11 Jan 2024
AI-generated text boundary detection with RoFT Laida Kushnareva T. Gaintseva German Magai S. Barannikov Dmitry Abulkhanov Kristian Kuznetsov Eduard Tulchinskii Irina Piontkovskaya Sergey I. Nikolenko DeLMO 63 7 0 14 Nov 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 246 619 0 07 Dec 2022
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities Mina Lee Percy Liang Qian Yang HAI 84 374 0 18 Jan 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 276 3,411 0 18 Apr 2021
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 375 18,866 0 13 Feb 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,587 0 05 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019