Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 563 papers shown

Title
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 77 85 0 14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 50 107 0 13 Oct 2022
MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection Cagri Toraman Oguzhan Ozcelik Furkan Şahinuç Fazli Can 38 12 0 11 Oct 2022
How Large Language Models are Transforming Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Frederic Kirstein Bela Gipp 23 32 0 07 Oct 2022
Synthetic Text Detection: Systemic Literature Review Jesus Guerrero I. Alsmadi DeLMO 32 6 0 01 Oct 2022
Whodunit? Learning to Contrast for Authorship Attribution Bo Ai Yuchen Wang Yugin Tan Samson Tan SSL 21 17 0 23 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 62 30 0 21 Sep 2022
Evons: A Dataset for Fake and Real News Virality Analysis and Prediction K. Krstovski A. Ryu B. Kogut GNN 26 5 0 16 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 200 5 0 07 Sep 2022
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity Taehee Kim Chaitanya Malaviya Yiben Yang Jared Fernandez Edward Choi Jaegul Choo 13 1 0 29 Aug 2022
Social Simulacra: Creating Populated Prototypes for Social Computing Systems J. Park Lindsay Popowski Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein 27 277 0 08 Aug 2022
Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models Margaret Li Suchin Gururangan Tim Dettmers M. Lewis Tim Althoff Noah A. Smith Luke Zettlemoyer MoMe 34 144 0 05 Aug 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention Zhanpeng Zeng Sourav Pal Jeffery Kline G. Fung Vikas Singh 23 6 0 21 Jul 2022
Mimetic Models: Ethical Implications of AI that Acts Like You Reid McIlroy-Young Jon M. Kleinberg S. Sen Solon Barocas Ashton Anderson 13 16 0 19 Jul 2022
Argumentative Text Generation in Economic Domain Irina Fishcheva D. Osadchiy Klavdiya Olegovna Bochenina Evgeny Kotelnikov 17 1 0 18 Jun 2022
Human heuristics for AI-generated language are flawed Maurice Jakesch Jeffrey T. Hancock Mor Naaman DeLMO 22 180 0 15 Jun 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering X. Pan Alex Sheng David R Shimshoni Aditya Singhal Sara Rosenthal Avirup Sil 9 4 0 14 Jun 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian T. Shamardina Vladislav Mikhailov Daniil Chernianskii Alena Fenogenova Marat Saidov A. Valeeva Tatiana Shavrina I. Smurov E. Tutubalina Ekaterina Artemova DeLMO 16 30 0 03 Jun 2022
B2T Connection: Serving Stability and Performance in Deep Transformers Sho Takase Shun Kiyono Sosuke Kobayashi Jun Suzuki 16 10 0 01 Jun 2022
Controllable Text Generation with Neurally-Decomposed Oracle Tao Meng Sidi Lu Nanyun Peng Kai-Wei Chang BDL 41 35 0 27 May 2022
Can Foundation Models Help Us Achieve Perfect Secrecy? Simran Arora Christopher Ré FedML 24 6 0 27 May 2022
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation Jingnong Qu Liunian Harold Li Jieyu Zhao Sunipa Dev Kai-Wei Chang 21 12 0 25 May 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 32 53 0 25 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 24 68 0 19 May 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection Yujian Liu Xinliang Frederick Zhang David Wegsman Nick Beauchamp Lu Wang 32 71 0 02 May 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 52 25 0 26 Apr 2022
Islander: A Real-Time News Monitoring and Analysis System Chao-Wei Huang Kai-Chou Yang Zi-Yuan Chen Hao Cheng Po-Yu Wu ... Chung-Kai Hsieh G. Fann Ting-Yin Cheng Ethan Tu Yun-Nung (Vivian) Chen 11 0 0 25 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 33 627 0 12 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 26 6 0 11 Apr 2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems Caleb Ziems Jane A. Yu Yi-Chia Wang A. Halevy Diyi Yang 28 92 0 06 Apr 2022
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models Chenxi Whitehouse Tillman Weyde Pranava Madhyastha N. Komninos 19 25 0 01 Apr 2022
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking Iñigo Urteaga Moulay Draidia Tomer Lancewicki Shahram Khadivi AI4CE 21 1 0 24 Mar 2022
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention Yang Liu Jiaxiang Liu L. Chen Yuxiang Lu Shi Feng Zhida Feng Yu Sun Hao Tian Huancheng Wu Hai-feng Wang 31 9 0 23 Mar 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 22 10 0 19 Mar 2022
Towards a New Science of Disinformation Claudio S. Pinhanez G. H. Flores Marisa Vasconcelos Mu Qiao Nick Linck R. Paula Yuya Jeremy Ong 29 1 0 17 Mar 2022
ELLE: Efficient Lifelong Pre-training for Emerging Data Yujia Qin Jiajie Zhang Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 30 67 0 12 Mar 2022
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies Pok Wah Chan 20 1 0 11 Mar 2022
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation Kung-Hsiang Huang Kathleen McKeown Preslav Nakov Yejin Choi Heng Ji 18 56 0 10 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 23 27 0 10 Mar 2022
Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers Evan Crothers Nathalie Japkowicz H. Viktor Paula Branco AAML DeLMO 26 28 0 02 Mar 2022
Large-Scale Hate Speech Detection with Cross-Domain Transfer Cagri Toraman Furkan Şahinuç E. Yilmaz 32 58 0 02 Mar 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems Y. Du Antoine Bosselut Christopher D. Manning AAML OffRL 27 32 0 18 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 69 184 0 14 Feb 2022
Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam Yucheng Lu Conglong Li Minjia Zhang Christopher De Sa Yuxiong He OffRL AI4CE 24 20 0 12 Feb 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen Yang Liu Li Dong Shuohang Wang Chenguang Zhu Michael Zeng Yue Zhang VLM 27 45 0 10 Feb 2022
A Benchmark Corpus for the Detection of Automatically Generated Text in Academic Publications Vijini Liyanage Davide Buscaldi A. Nazarenko DeLMO 17 24 0 04 Feb 2022
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model Shaden Smith M. Patwary Brandon Norick P. LeGresley Samyam Rajbhandari ... M. Shoeybi Yuxiong He Michael Houston Saurabh Tiwary Bryan Catanzaro MoE 90 732 0 28 Jan 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 45 59 0 22 Jan 2022
StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning Yupei Liu Jinyuan Jia Hongbin Liu Neil Zhenqiang Gong MIACV 16 25 0 15 Jan 2022
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound Rowan Zellers Jiasen Lu Ximing Lu Youngjae Yu Yanpeng Zhao Mohammadreza Salehi Aditya Kusupati Jack Hessel Ali Farhadi Yejin Choi 36 207 0 07 Jan 2022