Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy Shuhai Zhang Yiliao Song Jiahao Yang Yuanqing Li Bo Han Mingkui Tan DeLMO 37 5 0 25 Feb 2024
CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations Samraj Moorjani A. Krishnan Hari Sundaram KELM 32 1 0 22 Feb 2024
On Leveraging Encoder-only Pre-trained Language Models for Effective Keyphrase Generation Di Wu Wasi Uddin Ahmad Kai-Wei Chang 29 3 0 21 Feb 2024
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables Haisong Gong Weizhi Xu Shu Wu Qiang Liu Liang Wang 26 4 0 20 Feb 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick Jiayi Fu Xuandong Zhao Ruihan Yang Yuan Zhang Jiangjie Chen Yanghua Xiao WaLM 46 7 0 20 Feb 2024
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships Myung Gyo Oh Hong Eun Ahn L. Park T.-H. Kwon MIALM AAML 34 0 0 19 Feb 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? Shubhashis Roy Dipta Sadat Shahriar DeLMO 54 1 0 19 Feb 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 36 5 0 19 Feb 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks Yichen Wang Shangbin Feng Abe Bohan Hou Xiao Pu Chao Shen Xiaoming Liu Yulia Tsvetkov Tianxing He DeLMO 48 17 0 18 Feb 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 28 31 0 17 Feb 2024
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs Zae Myung Kim Kwang Hee Lee Preston Zhu Vipul Raheja Dongyeop Kang DeLMO 40 8 0 16 Feb 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 72 29 0 16 Feb 2024
Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey Zhichen Dong Zhanhui Zhou Chao Yang Jing Shao Yu Qiao ELM 52 55 0 14 Feb 2024
Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims at Scale Freddy Heppell M. Bakir Kalina Bontcheva DeLMO 33 1 0 13 Feb 2024
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models Siddharth Karamcheti Suraj Nair Ashwin Balakrishna Percy Liang Thomas Kollar Dorsa Sadigh MLLM VLM 57 98 0 12 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs Xuandong Zhao Lei Li Yu-Xiang Wang 55 12 0 08 Feb 2024
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection Xinlin Peng Ying Zhou Xianpei Han Le Sun Yingfei Sun DeLMO 18 11 0 01 Feb 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better Shengchao Liu Xiaoming Liu Yichen Wang Zehua Cheng Chengzhengxu Li Zhaohan Zhang Y. Lan Chao Shen DeLMO 34 2 0 01 Feb 2024
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation Fatma Shalabi H. Nguyen Hichem Felouat Ching-Chun Chang Isao Echizen 40 5 0 29 Jan 2024
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection Veronika Solopova Viktoriia Herman Christoph Benzmüller Tim Landgraf 24 1 0 28 Jan 2024
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection Wei-Yao Wang Yu-Chieh Chang Wenjie Peng 22 0 0 27 Jan 2024
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection Feng Xiong Thanet Markchom Ziwei Zheng Subin Jung Varun Ojha Huizhi Liang DeLMO 29 4 0 22 Jan 2024
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text Abhimanyu Hans Avi Schwarzschild Valeriia Cherepanova Hamid Kazemi Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein DeLMO 44 83 0 22 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 57 0 22 Jan 2024
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text Mazal Bethany Brandon Wherry Emet Bethany Nishant Vishwamitra Anthony Rios Peyman Najafirad DeLMO 36 3 0 17 Jan 2024
Authorship Obfuscation in Multilingual Machine-Generated Text Detection Dominik Macko Robert Moro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee Jakub Simko M. Bieliková DeLMO 40 17 0 15 Jan 2024
Few-Shot Detection of Machine-Generated Text using Style Representations Rafael A. Rivera Soto Kailin Koch Aleem Khan Barry Chen M. Bishop Nicholas Andrews DeLMO 24 23 0 12 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 57 56 0 11 Jan 2024
TextMachina: Seamless Generation of Machine-Generated Text Datasets A. Sarvazyan José Ángel González Marc Franco-Salvador DeLMO 60 3 0 08 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 2024
Understanding News Creation Intents: Frame, Dataset, and Method Zhengjia Wang Danding Wang Qiang Sheng Juan Cao Silong Su Yifan Sun Beizhe Hu Siyuan Ma 23 4 0 27 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 69 31 0 07 Dec 2023
STADEE: STAtistics-based DEEp Detection of Machine Generated Text Zheng Chen Huming Liu DeLMO 16 4 0 04 Dec 2023
Mark My Words: Analyzing and Evaluating Language Model Watermarks Julien Piet Chawin Sitawarin Vivian Fang Norman Mu David A. Wagner WaLM 37 33 0 01 Dec 2023
I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text Kaan Efe Keles Ömer Kaan Gürbüz Mucahid Kutlu WaLM 16 1 0 29 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation Yuhui Zhang Brandon McKinzie Zhe Gan Vaishaal Shankar Alexander Toshev 31 3 0 27 Nov 2023
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 37 4 0 26 Nov 2023
IMGTB: A Framework for Machine-Generated Text Detection Benchmarking Michal Spiegel Dominik Macko DeLMO VLM 37 5 0 21 Nov 2023
WatME: Towards Lossless Watermarking Through Lexical Redundancy Liang Chen Yatao Bian Yang Deng Deng Cai Shuaiyi Li Peilin Zhao Kam-Fai Wong WaLM 40 6 0 16 Nov 2023
Disinformation Capabilities of Large Language Models Ivan Vykopal Matúvs Pikuliak Ivan Srba Robert Moro Dominik Macko M. Bieliková 22 8 0 15 Nov 2023
Token Prediction as Implicit Classification to Identify LLM-Generated Text Yutian Chen Hao Kang Vivian Zhai Liangze Li Rita Singh Bhiksha Raj DeLMO 11 23 0 15 Nov 2023
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing Jie Ren Han Xu Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang OffRL 23 44 0 15 Nov 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 26 10 0 13 Nov 2023
DEMASQ: Unmasking the ChatGPT Wordsmith Kavita Kumari Alessandro Pegoraro Hossein Fereidooni Ahmad-Reza Sadeghi DeLMO 19 4 0 08 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 138 54 0 07 Nov 2023
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Sihao Chen Hongming Zhang Tong Chen Ben Zhou Wenhao Yu Dian Yu Baolin Peng Hongwei Wang Dan Roth Dong Yu SSL 23 13 0 07 Nov 2023
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications Fengqing Jiang Zhangchen Xu Luyao Niu Wei Ping Jinyuan Jia Bo Li Radha Poovendran AAML 21 19 0 07 Nov 2023
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection Sahibzada Adil Shahzad Ammarah Hashmi Yan-Tsung Peng Yu Tsao Hsin-Min Wang 26 5 0 05 Nov 2023
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 40 18 0 02 Nov 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task Neema Kotonya Saran Krishnasamy Joel R. Tetreault Alejandro Jaimes 21 9 0 01 Nov 2023