Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 65 2 0 19 Jul 2024
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text Seyedeh Fatemeh Ebrahimi Karim Akhavan Azari Amirmasoud Iravani Arian Qazvini Pouya Sadeghi Zeinab Taghavi Hossein Sameti DeLMO 23 3 0 16 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training Michał Perełkiewicz Rafał Poświata 45 1 0 10 Jul 2024
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy Zhenyu Guan Xiangyu Kong Fangwei Zhong Yizhou Wang 36 6 0 09 Jul 2024
On the Limitations of Compute Thresholds as a Governance Strategy Sara Hooker 55 14 0 08 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 39 12 0 06 Jul 2024
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text J. Bafna Hardik Mittal Suyash Sethia Manish Shrivastava Radhika Mamidi DeLMO 21 1 0 03 Jul 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models Jaeyoung Lee Ximing Lu Jack Hessel Faeze Brahman Youngjae Yu Yonatan Bisk Yejin Choi Saadia Gabriel 36 3 0 29 Jun 2024
SMLT-MUGC: Small, Medium, and Large Texts -- Machine versus User-Generated Content Detection and Comparison Anjali Rawal Hui Wang Youjia Zheng Yu-Hsuan Lin Shanu Sushmita DeLMO 40 0 0 28 Jun 2024
YuLan: An Open-source Large Language Model Yutao Zhu Kun Zhou Kelong Mao Wentong Chen Yiding Sun ... Wenbing Huang Ze-Feng Gao Yueguo Chen Weizheng Lu Ji-Rong Wen ALM ELM 42 0 0 28 Jun 2024
Uncovering Hidden Intentions: Exploring Prompt Recovery for Deeper Insights into Generated Texts Louis Give Timo Zaoral Maria Antonietta Bruno 22 1 0 22 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 79 7 0 21 Jun 2024
Aligning Large Language Models with Diverse Political Viewpoints Dominik Stammbach Philine Widmer Eunjung Cho Çağlar Gülçehre Elliott Ash 45 3 0 20 Jun 2024
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 47 1 0 20 Jun 2024
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts Dominik Macko Jakub Kopal Robert Moro Ivan Srba DeLMO 41 2 0 18 Jun 2024
Benchmarking of LLM Detection: Comparing Two Competing Approaches Thorsten Pröhl Erik Putzier Rüdiger Zarnekow DeLMO 23 1 0 17 Jun 2024
Watermarking Language Models with Error Correcting Codes Patrick Chao Yan Sun Edgar Dobriban Hamed Hassani WaLM 38 3 0 12 Jun 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 40 4 0 05 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 40 2 0 03 Jun 2024
Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions Yihan Wu Ruibo Chen Zhengmian Hu Yanshuo Chen Junfeng Guo Hongyang R. Zhang Heng-Chiao Huang WaLM 58 5 0 02 Jun 2024
Large Language Model Watermark Stealing With Mixed Integer Programming Zhaoxi Zhang Xiaomei Zhang Yanjun Zhang Leo Yu Zhang Chao Chen Shengshan Hu Asif Gill Shirui Pan AAML 38 4 0 30 May 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 40 0 0 27 May 2024
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting Tong Ye Yangkai Du Tengfei Ma Lingfei Wu Xuhong Zhang Shouling Ji Wenhai Wang DeLMO 49 6 0 25 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 31 9 0 24 May 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts Anastasia Voznyuk Vasily Konovalov DeLMO 36 4 0 17 May 2024
StyloAI: Distinguishing AI-Generated Content with Stylometric Analysis Chidimma Opara DeLMO 43 7 0 16 May 2024
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation Abhishek Divekar Greg Durrett 39 6 0 16 May 2024
Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare Prosanta Barai Gondy Leroy Prakash Bisht Joshua M Rothman Sumi Lee Jennifer G. Andrews Sydney A Rice Arif Ahmed 30 2 0 16 May 2024
Stylometric Watermarks for Large Language Models Georg Niess Roman Kern 41 2 0 14 May 2024
Believing Anthropomorphism: Examining the Role of Anthropomorphic Cues on Trust in Large Language Models Michelle Cohn Mahima Pushkarna Gbolahan O. Olanubi Joseph M. Moran Daniel Padgett Zion Mengesha Courtney Heldreth 13 17 0 09 May 2024
People cannot distinguish GPT-4 from a human in a Turing test Cameron R. Jones Benjamin K. Bergen ELM DeLMO 42 31 0 09 May 2024
TextGram: Towards a better domain-adaptive pretraining Sharayu Hiwarkhedkar Saloni Mittal Vidula Magdum Omkar Dhekane Raviraj Joshi Geetanjali Kale Arnav Ladkat VLM 28 0 0 28 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 52 64 0 25 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 67 8 0 25 Apr 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Chenxi Whitehouse Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 30 41 0 22 Apr 2024
Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations Mahjabin Nahar Haeseung Seo Eun-Ju Lee Aiping Xiong Dongwon Lee HILM 37 11 0 04 Apr 2024
Mapping the Increasing Use of LLMs in Scientific Papers Weixin Liang Yaohui Zhang Zhengxuan Wu Haley Lepp Wenlong Ji ... Zhi Huang Diyi Yang Christopher Potts Christopher D. Manning James Y. Zou AI4CE DeLMO 44 59 0 01 Apr 2024
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text Xiaoyan Qu Xiangfeng Meng DeLMO 32 2 0 01 Apr 2024
MUGC: Machine Generated versus User Generated Content Detection Yaqi Xie Anjali Rawal Yujing Cen Dixuan Zhao S. K. Narang Shanu Sushmita DeLMO 40 3 0 28 Mar 2024
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges Yanshen Sun Jianfeng He Limeng Cui Shuo Lei Chang-Tien Lu 40 28 0 27 Mar 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques Ashok Urlana Aditya Saibewar B. Garlapati Charaka Vinayak Kumar Ajeet Kumar Singh S. Chalamala DeLMO 40 1 0 25 Mar 2024
EAGLE: A Domain Generalization Framework for AI-generated Text Detection Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu DeLMO 31 5 0 23 Mar 2024
Towards Better Statistical Understanding of Watermarking LLMs Zhongze Cai Shang Liu Hanzhao Wang Huaiyang Zhong Xiaocheng Li 16 6 0 19 Mar 2024
Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation Anirban Mukherjee 32 4 0 17 Mar 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews Weixin Liang Zachary Izzo Yaohui Zhang Haley Lepp Hancheng Cao ... Haotian Ye Sheng Liu Zhi Huang Daniel A. McFarland James Y. Zou DeLMO 73 85 0 11 Mar 2024
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights Zijie Zeng Shiqi Liu Lele Sha Zhuang Li Kaixun Yang Sannyuya Liu Dragan Gavsević Guanliang Chen DeLMO 50 0 0 06 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 36 11 0 02 Mar 2024
On the Societal Impact of Open Foundation Models Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami ... Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan 26 54 0 27 Feb 2024
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions Xuming Hu Xiaochuan Li Junzhe Chen Hai-Tao Zheng Yangning Li ... Yasheng Wang Qun Liu Lijie Wen Philip S. Yu Zhijiang Guo AAML ELM 27 5 0 25 Feb 2024