Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation Beizhe Hu Qiang Sheng Juan Cao Yang Li Danding Wang 145 0 0 28 Apr 2025
Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text Shifali Agrahari Sanasam Ranbir Singh DeLMO LRM 47 0 0 23 Apr 2025
Natural Fingerprints of Large Language Models Teppei Suzuki Ryokan Ri Sho Takase 30 0 0 21 Apr 2025
Robust and Fine-Grained Detection of AI Generated Texts Ram Mohan Rao Kadiyala Siddartha Pullakhandam Kanwal Mehreen Drishti Sharma Siddhant Gupta ... Arvind Reddy Bobbili Suraj Telugara Chandrashekhar Modabbir Adeeb Srinadh Vura Hamza Farooq DeLMO 55 0 0 16 Apr 2025
Purposefully Induced Psychosis (PIP): Embracing Hallucination as Imagination in Large Language Models Kris Pilcher Esen K. Tütüncü LLMAG 52 0 0 16 Apr 2025
A Survey of Social Cybersecurity: Techniques for Attack Detection, Evaluations, Challenges, and Future Prospects Aos Mulahuwaish Basheer Qolomany Kevin Gyorick Jacques Bou Abdo Mohammed Aledhari Junaid Qadir Kathleen Carley Ala I. Al-Fuqaha 23 0 0 06 Apr 2025
Universal Collection of Euclidean Invariants between Pairs of Position-Orientations Gijs Bellaard B. Smets R. Duits 61 0 0 04 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 48 0 0 01 Apr 2025
Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge Agam Shah Liqin Ye Sebastian Jaskowski Wei Xu S. Chava AIFin 33 0 0 30 Mar 2025
Beyond speculation: Measuring the growing presence of LLM-generated texts in multilingual disinformation Dominik Macko Aashish Anantha Ramakrishnan Jason Samuel Lucas Robert Moro Ivan Srba Adaku Uchendu Dongwon Lee DeLMO 59 0 0 29 Mar 2025
Increasing the Robustness of the Fine-tuned Multilingual Machine-Generated Text Detectors Dominik Macko Robert Moro Ivan Srba DeLMO 66 1 0 19 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 62 1 0 19 Mar 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 I. Ahmad Shamsuddeen Hassan Muhammad DeLMO 81 0 0 17 Mar 2025
VaxGuard: A Multi-Generator, Multi-Type, and Multi-Role Dataset for Detecting LLM-Generated Vaccine Misinformation Syed Talal Ahmad Haohui Lu Sidong Liu Annie Lau Amin Beheshti Mark Dras Usman Naseem 37 1 0 12 Mar 2025
Detection Avoidance Techniques for Large Language Models Sinclair Schneider Florian Steuber João A. G. Schneider Gabi Dreo Rodosek DeLMO 83 0 0 10 Mar 2025
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders Kristian Kuznetsov Laida Kushnareva Polina Druzhinina Anton Razzhigaev Anastasia Voznyuk Irina Piontkovskaya Evgeny Burnaev Serguei Barannikov 37 0 0 05 Mar 2025
Is Your Paper Being Reviewed by an LLM? A New Benchmark Dataset and Approach for Detecting AI Text in Peer Review Sungduk Yu Man Luo Avinash Madusu Vasudev Lal Phillip Howard DeLMO 103 1 0 26 Feb 2025
Steganography Beyond Space-Time with Chain of Multimodal AI Ching-Chun Chang Isao Echizen 74 0 0 25 Feb 2025
Tokenization is Sensitive to Language Variation Anna Wegmann Dong Nguyen David Jurgens 84 1 0 24 Feb 2025
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent Jiateng Liu Lin Ai Zizhou Liu Payam Karisani Zheng Hui May Fung Preslav Nakov Julia Hirschberg Heng Ji DiffM 90 4 0 17 Feb 2025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Sunnie S. Y. Kim J. Vaughan Q. V. Liao Tania Lombrozo Olga Russakovsky 105 5 0 12 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 91 0 0 29 Jan 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health Huy-Hien Vu Huy Anh Nguyen Adithya V Ganesan Swanie Juhng O. Kjell ... Margaret L. Kern Ryan L. Boyd L. Ungar H. A. Schwartz J. Eichstaedt 81 0 0 03 Jan 2025
FED: Fast and Efficient Dataset Deduplication Framework with GPU Acceleration Youngjun Son Chaewon Kim Jaejin Lee 50 0 0 02 Jan 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 149 0 0 31 Dec 2024
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 39 0 0 31 Dec 2024
Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization Sahil Wadhwa Chengtian Xu Haoming Chen Aakash Mahalingam Akankshya Kar Divya Chaudhary 78 0 0 19 Dec 2024
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Weiqing He Bojian Hou Tianqi Shang Davoud Ataee Tarzanagh Qi Long Li Shen DeLMO 85 0 0 17 Nov 2024
Understanding the Effects of Human-written Paraphrases in LLM-generated Text Detection Hiu Ting Lau Arkaitz Zubiaga DeLMO 45 1 0 06 Nov 2024
GigaCheck: Detecting LLM-generated Content Irina Tolstykh Aleksandra Tsybina Sergey Yakubson Aleksandr Gordeev Vladimir Dokholyan Maksim Kuprashevich DeLMO 48 1 0 31 Oct 2024
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
Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 42 0 0 29 Oct 2024
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models Wenda Li Huijie Zhang Qing Qu WIGM 49 2 0 28 Oct 2024
Detection of Human and Machine-Authored Fake News in Urdu Muhammad Zain Ali Yuxia Wang Bernhard Pfahringer T. Smith DeLMO 37 1 0 25 Oct 2024
Peptide-GPT: Generative Design of Peptides using Generative Pre-trained Transformers and Bio-informatic Supervision Aayush Shah Chakradhar Guntuboina A. Farimani LM&MA 34 3 0 25 Oct 2024
RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts Ram Mohan Rao Kadiyala DeLMO 23 2 0 22 Oct 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 35 5 0 21 Oct 2024
Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts German Gritsai Anastasia Voznyuk Andrey Grabovoy Yury Chekhovich DeLMO 80 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 Hao Li DeLMO 47 4 0 18 Oct 2024
Explanation sensitivity to the randomness of large language models: the case of journalistic text classification Jérémie Bogaert Marie-Catherine de Marneffe Antonin Descampe Louis Escouflaire Cedrick Fairon François-Xavier Standaert 24 1 0 07 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 28 0 0 04 Oct 2024
RAFT: Realistic Attacks to Fool Text Detectors James Wang Ran Li Junfeng Yang Chengzhi Mao AAML DeLMO 16 2 0 04 Oct 2024
Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review Sungduk Yu Man Luo Avinash Madasu Vasudev Lal Phillip Howard DeLMO 26 6 0 03 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 74 7 0 03 Oct 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 40 2 0 25 Sep 2024
LLM Detectors Still Fall Short of Real World: Case of LLM-Generated Short News-Like Posts Henrique Da Silva Gameiro Andrei Kucharavy Ljiljana Dolamic 36 3 0 05 Sep 2024
Crafting Tomorrow's Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian Cem Uyuk Danica Rovó Shaghayegh Kolli Rabia Varol Georg Groh Daryna Dementieva 26 0 0 20 Aug 2024
MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Lionel Z. Wang Yiming Ma Renfei Gao Beichen Guo Han Zhu Wenqi Fan Zexin Lu Ka Chung Ng SyDa 28 2 0 19 Aug 2024
Large language models can consistently generate high-quality content for election disinformation operations Angus R. Williams Liam Burke-Moore Ryan Sze-Yin Chan Florence E. Enock Federico Nanni Tvesha Sippy Yi-Ling Chung Evelina Gabasova Kobi Hackenburg Jonathan Bright 31 4 0 13 Aug 2024
Learning to Rewrite: Generalized LLM-Generated Text Detection Wei Hao Ran Li Weiliang Zhao Junfeng Yang Chengzhi Mao DeLMO 54 3 0 08 Aug 2024