Neural Deepfake Detection with Factual Structure of Text

Wanjun Zhong, Duyu Tang, Zenan Xu, Ruize Wang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Type: Article

Publication Date: 2020-01-01

Citations: 34

DOI: https://doi.org/10.18653/v1/2020.emnlp-main.193

Locations

arXiv (Cornell University) - View - PDF

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+	Automatic Detection of Fake News	2017	Verónica Pérez-Rosas Bennett Kleinberg Alexandra Lefevre Rada Mihalcea
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova
+	Assessing The Factual Accuracy of Generated Text	2019	Ben Goodrich Vinay Rao Peter J. Liu Mohammad Saleh
+	GLTR: Statistical Detection and Visualization of Generated Text	2019	Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush
+ PDF Chat	Semi-supervised sequence tagging with bidirectional language models	2017	Matthew E. Peters Waleed Ammar Chandra Bhagavatula Russell Power
+	FEVER: a Large-scale Dataset for Fact Extraction and VERification	2018	James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov
+	Are We Safe Yet? The Limitations of Distributional Features for Fake News Detection.	2019	Tal Schuster Roei Schuster Darsh Shah Regina Barzilay
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le
+	Human and Automatic Detection of Generated Text.	2019	Daphne Ippolito Daniel Duckworth Chris Callison-Burch Douglas Eck
+	Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia	2018	Ikuya Yamada Akari Asai Jin Sakuma Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji Yūji Matsumoto
+	Fake News Detection with Different Models.	2020	Sairamvinay Vijayaraghavan Ye Wang Zhiyuan Guo John Voong Wenda Xu Armand Nasseri Jiaru Cai Linda Li Kevin Vuong Eshan Wadhwa
+ PDF Chat	Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-Based Detection	2020	David Ifeoluwa Adelani Haotian Mai Fuming Fang Huy H. Nguyen Junichi Yamagishi Isao Echizen
+ PDF Chat	Weak Supervision for Fake News Detection via Reinforcement Learning	2020	Yaqing Wang Weifeng Yang Fenglong Ma Jin Xu Bin Zhong Qiang Deng Jing Gao
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+	Defending Against Neural Fake News	2019	Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi