Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Shuohuan Wang Yu Sun Yang Xiang Zhihua Wu Siyu Ding ... Tian Wu Wei Zeng Ge Li Wen Gao Haifeng Wang ELM 39 79 0 23 Dec 2021
Dynamic Human Evaluation for Relative Model Comparisons Thórhildur Thorleiksdóttir Cédric Renggli Nora Hollenstein Ce Zhang 36 2 0 15 Dec 2021
Simple Local Attentions Remain Competitive for Long-Context Tasks Wenhan Xiong Barlas Ouguz Anchit Gupta Xilun Chen Diana Liskovich Omer Levy Wen-tau Yih Yashar Mehdad 44 29 0 14 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 27 3 0 13 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 27 78 0 09 Dec 2021
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 35 982 0 08 Dec 2021
Adversarial machine learning for protecting against online manipulation S. Cresci M. Petrocchi A. Spognardi Stefano Tognazzi AAML 20 9 0 23 Nov 2021
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling Zhanpeng Zeng Yunyang Xiong Sathya Ravi Shailesh Acharya G. Fung Vikas Singh 27 19 0 18 Nov 2021
A Novel Corpus of Discourse Structure in Humans and Computers Babak Hemmatian Sheridan Feucht Rachel Avram Alexander Wey Muskaan Garg Kate Spitalnic Carsten Eickhoff Ellie Pavlick Bjorn Sandstede S. Sloman AILaw 9 0 0 10 Nov 2021
Unsupervised and Distributional Detection of Machine-Generated Text Matthias Gallé Jos Rozen Germán Kruszewski Hady ElSahar DeLMO 20 25 0 04 Nov 2021
LMdiff: A Visual Diff Tool to Compare Language Models Hendrik Strobelt Benjamin Hoover Arvind Satyanarayan Sebastian Gehrmann VLM 37 19 0 02 Nov 2021
A Systematic Investigation of Commonsense Knowledge in Large Language Models Xiang Lorraine Li A. Kuncoro Jordan Hoffmann Cyprien de Masson dÁutume Phil Blunsom Aida Nematzadeh LRM 25 57 0 31 Oct 2021
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 27 16 0 26 Oct 2021
No News is Good News: A Critique of the One Billion Word Benchmark Yanqing Liu G. Wang Jeffrey Hui Lei He 11 5 0 25 Oct 2021
GenNI: Human-AI Collaboration for Data-Backed Text Generation Hendrik Strobelt J. Kinley Robert Krueger Johanna Beyer Hanspeter Pfister Alexander M. Rush 23 23 0 19 Oct 2021
Characterizing Improper Input Validation Vulnerabilities of Mobile Crowdsourcing Services Sojhal Ismail Khan Dominika Woszczyk Chengzeng You Soteris Demetriou Muhammad Naveed 16 2 0 16 Oct 2021
How Well Do You Know Your Audience? Toward Socially-aware Question Generation Ian Stewart Rada Mihalcea 25 2 0 16 Oct 2021
Attacking Open-domain Question Answering by Injecting Misinformation Liangming Pan Wenhu Chen Min-Yen Kan Luu Anh Tuan HILM AAML 201 22 0 15 Oct 2021
Towards More Effective and Economic Sparsely-Activated Model Hao Jiang Ke Zhan Jianwei Qu Yongkang Wu Zhaoye Fei ... Enrui Hu Yinxia Zhang Yantao Jia Fan Yu Bo Zhao MoE 152 12 0 14 Oct 2021
Attention-guided Generative Models for Extractive Question Answering Peng Xu Davis Liang Zhiheng Huang Bing Xiang 38 18 0 12 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 230 151 0 07 Oct 2021
Capturing Structural Locality in Non-parametric Language Models Frank F. Xu Junxian He Graham Neubig Vincent J. Hellendoorn 27 14 0 06 Oct 2021
ABC: Attention with Bounded-memory Control Hao Peng Jungo Kasai Nikolaos Pappas Dani Yogatama Zhaofeng Wu Lingpeng Kong Roy Schwartz Noah A. Smith 76 22 0 06 Oct 2021
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding Antoine Chaffin Vincent Claveau Ewa Kijak 31 36 0 28 Sep 2021
Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI? Roger Creus Castanyer Silverio Martínez-Fernández Xavier Franch 43 11 0 28 Sep 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation Adaku Uchendu Zeyu Ma Thai Le Rui Zhang Dongwon Lee DeLMO 31 123 0 27 Sep 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification Neema Kotonya Thomas Spooner Daniele Magazzeni Francesca Toni 38 13 0 25 Sep 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization Vin Sachidananda Jason S Kessler Yi-An Lai 32 35 0 15 Sep 2021
Towards Fine-Grained Reasoning for Fake News Detection Yiqiao Jin Xiting Wang Ruichao Yang Yizhou Sun Wei Wang Hao Liao Xing Xie GNN 15 61 0 13 Sep 2021
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 39 49 0 10 Sep 2021
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization Zeqiu Wu Bo-Ru Lu Hannaneh Hajishirzi Mari Ostendorf 27 31 0 10 Sep 2021
Table-based Fact Verification with Salience-aware Learning Fei Wang Kexuan Sun Jay Pujara Pedro A. Szekely Muhao Chen LMTD 41 21 0 09 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 57 1,742 0 08 Sep 2021
$$\infty$-former: Infinite Memory Transformer$ $\infty$ -former: Infinite Memory Transformer Pedro Henrique Martins Zita Marinho André F. T. Martins 36 11 0 01 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 27 459 0 26 Aug 2021
Technological Approaches to Detecting Online Disinformation and Manipulation Ales Horak V. Baisa Ondřej Heřman 11 11 0 26 Aug 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models Conglong Li Minjia Zhang Yuxiong He 15 37 0 13 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 26 261 0 12 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 21 127 0 11 Aug 2021
Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization Markus Dreyer Mengwen Liu Feng Nan Sandeep Atluri Sujith Ravi HILM 46 16 0 05 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 38 8 0 22 Jul 2021
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech Margherita Fanton Helena Bonaldi Serra Sinem Tekiroğlu Marco Guerini 16 108 0 19 Jul 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 593 0 14 Jul 2021
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text Yao Dou Maxwell Forbes Rik Koncel-Kedziorski Noah A. Smith Yejin Choi DeLMO 17 126 0 02 Jul 2021
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text Elizabeth Clark Tal August Sofia Serrano Nikita Haduong Suchin Gururangan Noah A. Smith DeLMO 51 394 0 30 Jun 2021
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 38 274 0 29 Jun 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 18 61 0 22 Jun 2021
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals Lang Liu Krishna Pillutla Sean Welleck Sewoong Oh Yejin Choi Zaïd Harchaoui MQ 28 14 0 15 Jun 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 52 5 0 14 Jun 2021