Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
Style Locality for Controllable Generation with kNN Language Models Gilles Nawezi Lucie Flek Charles F Welch RALM 18 0 0 01 Nov 2023
Does GPT-4 pass the Turing test? Cameron R. Jones Benjamin K. Bergen ELM 23 34 0 31 Oct 2023
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 139 45 0 27 Oct 2023
An Ensemble Method Based on the Combination of Transformers with Convolutional Neural Networks to Detect Artificially Generated Text Vijini Liyanage Davide Buscaldi DeLMO 21 1 0 26 Oct 2023
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis Nafis Irtiza Tripto Adaku Uchendu Thai V. Le Mattia Setzu F. Giannotti Dongwon Lee DeLMO 28 6 0 25 Oct 2023
Do Stochastic Parrots have Feelings Too? Improving Neural Detection of Synthetic Text via Emotion Recognition Alan Cowap Yvette Graham Jennifer Foster DeLMO 33 0 0 24 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 37 51 0 24 Oct 2023
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey Soumya Suvra Ghosal Souradip Chakraborty Jonas Geiping Furong Huang Dinesh Manocha Amrit Singh Bedi DeLMO 35 33 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 29 23 0 23 Oct 2023
Watermarking LLMs with Weight Quantization Linyang Li Botian Jiang Pengyu Wang Ke Ren Hang Yan Xipeng Qiu MQ WaLM 13 11 0 17 Oct 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 36 54 0 16 Oct 2023
A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models Yihan Wu Zhengmian Hu Junfeng Guo Hongyang R. Zhang Heng-Chiao Huang WaLM 25 21 0 11 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 32 33 0 09 Oct 2023
On the Zero-Shot Generalization of Machine-Generated Text Detectors Xiao Pu Jingyu Zhang Xiaochuang Han Yulia Tsvetkov Tianxing He DeLMO 36 14 0 08 Oct 2023
Zero-Shot Detection of Machine-Generated Codes Xianjun Yang Kexun Zhang Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 26 11 0 08 Oct 2023
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts Tharindu Kumarage Paras Sheth Raha Moraffah Joshua Garland Huan Liu DeLMO 28 23 0 08 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 27 6 0 08 Oct 2023
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index Megha Chakraborty S.M. Towhidul Islam Tonmoy S. M. Mehedi Krish Sharma Niyar R. Barman ... Tanay Kumar Vinija Jain Aman Chadha Amit P. Sheth Amitava Das DeLMO 12 21 0 08 Oct 2023
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang Hongwei Wang Lingfeng Shen Benjamin Van Durme Daniel Khashabi Yulia Tsvetkov WaLM 34 0 0 06 Oct 2023
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 50 7 0 02 Oct 2023
An Empirical Study of AI Generated Text Detection Tools Arslan Akram DeLMO 34 29 0 27 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 24 22 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 36 158 0 25 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 33 11 0 23 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 38 45 0 22 Sep 2023
Exploiting Modality-Specific Features For Multi-Modal Manipulation Detection And Grounding Jiazhen Wang B. Liu Changtao Miao Zhiwei Zhao Wanyi Zhuang Qi Chu Nenghai Yu 67 6 0 22 Sep 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 38 60 0 20 Sep 2023
Bias of AI-Generated Content: An Examination of News Produced by Large Language Models Xiao Fang Shangkun Che Minjia Mao Hongzhe Zhang Ming Zhao Xiaohang Zhao 38 78 0 18 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 34 8 0 18 Sep 2023
Fake News Detectors are Biased against Texts Generated by Large Language Models Jinyan Su Terry Yue Zhuo Jonibek Mansurov Di Wang Preslav Nakov DeLMO 32 15 0 15 Sep 2023
Detecting ChatGPT: A Survey of the State of Detecting ChatGPT-Generated Text Mahdi Dhaini Wessel Poelman Ege Erdogan DeLMO 49 12 0 14 Sep 2023
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review Pengzhou Cheng Zongru Wu Wei Du Haodong Zhao Wei Lu Gongshen Liu SILM AAML 31 17 0 12 Sep 2023
ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Amrita Bhattacharjee Tharindu Kumarage Raha Moraffah Huan Liu DeLMO 24 45 0 07 Sep 2023
J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News Tharindu Kumarage Amrita Bhattacharjee Djordje Padejski Kristy Roschke Dan Gillmor Scott W. Ruston Huan Liu Joshua Garland DeLMO 21 9 0 06 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 21 0 0 02 Sep 2023
Socratis: Are large multimodal models emotionally aware? Katherine Deng Arijit Ray Reuben Tan Saadia Gabriel Bryan A. Plummer Kate Saenko 22 4 0 31 Aug 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 27 17 0 29 Aug 2023
How susceptible are LLMs to Logical Fallacies? Amirreza Payandeh Dan Pluth Jordan Hosier Xuesu Xiao V. Gurbani LLMAG LRM ELM 38 17 0 18 Aug 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation David Heineman Yao Dou Wei-ping Xu 32 7 0 14 Aug 2023
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining Nour Eddine Zekaoui Siham Yousfi Maryem Rhanoui M. Mikram 19 3 0 07 Aug 2023
How Good Are SOTA Fake News Detectors Matthew Iceland 21 6 0 04 Aug 2023
Fighting Fire with Fire: Can ChatGPT Detect AI-generated Text? Amrita Bhattacharjee Huang Liu DeLMO 22 56 0 02 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 30 14 0 31 Jul 2023
Three Bricks to Consolidate Watermarks for Large Language Models Pierre Fernandez Antoine Chaffin Karim Tit Vivien Chappelier Teddy Furon WaLM 19 47 0 26 Jul 2023
Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education Zijie Zeng Lele Sha Yuheng Li Kaixun Yang D. Gašević Guanliang Chen DeLMO 30 12 0 23 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 108 11,007 0 18 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 70 525 0 12 Jul 2023
RADAR: Robust AI-Text Detection via Adversarial Learning Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho DeLMO 43 108 0 07 Jul 2023
Understanding Counterspeech for Online Harm Mitigation Yi-Ling Chung Gavin Abercrombie Florence E. Enock Jonathan Bright Verena Rieser 25 16 0 01 Jul 2023
Provable Robust Watermarking for AI-Generated Text Xuandong Zhao P. Ananth Lei Li Yu-Xiang Wang WaLM 20 156 0 30 Jun 2023