Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
"Are you home alone?" "Yes" Disclosing Security and Privacy Vulnerabilities in Alexa Skills Dan Su Jiqiang Liu Sencun Zhu Xiaoyang Wang Wei Wang ELM 39 17 0 21 Oct 2020
Substance over Style: Document-Level Targeted Content Transfer Allison Hegel Sudha Rao Asli Celikyilmaz Bill Dolan BDL 15 1 0 16 Oct 2020
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models Peter West Ximing Lu Ari Holtzman Chandra Bhagavatula Jena D. Hwang Yejin Choi OffRL 6 13 0 16 Oct 2020
FPRaker: A Processing Element For Accelerating Neural Network Training Omar Mohamed Awad Mostafa Mahmoud Isak Edo Vivancos Ali Hadi Zadeh Ciaran Bannon Anand Jayarajan Gennady Pekhimenko Andreas Moshovos 20 15 0 15 Oct 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs Ana Marasović Chandra Bhagavatula J. S. Park Ronan Le Bras Noah A. Smith Yejin Choi ReLM LRM 18 62 0 15 Oct 2020
Neural Deepfake Detection with Factual Structure of Text Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan M. Zhou Jiahai Wang Jian Yin 6 61 0 15 Oct 2020
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries Xiaofei Sun Zijun Sun Yuxian Meng Jiwei Li Chun Fan 6 18 0 14 Oct 2020
The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation Shai Gretz Yonatan Bilu Edo Cohen-Karlik Noam Slonim 6 24 0 13 Oct 2020
BioMegatron: Larger Biomedical Domain Language Model Hoo-Chang Shin Yang Zhang Evelina Bakhturina Raul Puri M. Patwary M. Shoeybi Raghav Mani AI4CE 19 144 0 12 Oct 2020
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model Ming Zheng Dinghan Shen Yelong Shen Weizhu Chen Lin Xiao SSL 16 4 0 12 Oct 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin Vered Shwartz Peter West Chandra Bhagavatula Jena D. Hwang Ronan Le Bras Antoine Bosselut Yejin Choi OffRL LRM 10 79 0 12 Oct 2020
Meta-Context Transformers for Domain-Specific Response Generation Debanjana Kar Suranjana Samanta A. Azad 35 1 0 12 Oct 2020
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News Nguyen Vo Kyumin Lee GNN 20 83 0 07 Oct 2020
RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text Liam Dugan Daphne Ippolito Arun Kirubarajan Chris Callison-Burch DeLMO 17 56 0 06 Oct 2020
Investigating African-American Vernacular English in Transformer-Based Text Generation Sophie Groenwold Li-hsueh Ou Aesha Parekh Samhita Honnavalli Sharon Levy Diba Mirza William Yang Wang 8 71 0 06 Oct 2020
Viable Threat on News Reading: Generating Biased News Using Natural Language Models Saurabh Gupta H. Nguyen Junichi Yamagishi Isao Echizen 20 3 0 05 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng-Tao Xu M. Patwary M. Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 26 126 0 02 Oct 2020
Identifying Automatically Generated Headlines using Transformers Antonis Maronikolakis Hinrich Schütze Mark Stevenson 17 3 0 28 Sep 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 32 1,130 0 24 Sep 2020
Prior Art Search and Reranking for Generated Patent Text Jieh-Sheng Lee J. Hsiang 11 12 0 19 Sep 2020
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News Reuben Tan Bryan A. Plummer Kate Saenko AAML 24 71 0 16 Sep 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 25 12 0 12 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 23 143 0 07 Sep 2020
MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models Thai Le Suhang Wang Dongwon Lee 24 59 0 01 Sep 2020
UTMN at SemEval-2020 Task 11: A Kitchen Solution to Automatic Propaganda Detection Elena Mikhalkova Nadezhda Ganzherli Anna Glazkova Yuliya Bidulya 20 5 0 22 Aug 2020
Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study Dara Bahri Yi Tay Che Zheng Donald Metzler Clifford Brunk Andrew Tomkins 16 8 0 17 Aug 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 45 121 0 07 Aug 2020
Collecting the Public Perception of AI and Robot Rights Gabriel Lima Changyeon Kim Seungho Ryu C. Jeon M. Cha 14 32 0 04 Aug 2020
TweepFake: about Detecting Deepfake Tweets T. Fagni Fabrizio Falchi Margherita Gambini Antonio Martella Maurizio Tesconi 16 217 0 31 Jul 2020
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 22 184 0 15 Jul 2020
Learning Sparse Prototypes for Text Generation Junxian He Taylor Berg-Kirkpatrick Graham Neubig 27 23 0 29 Jun 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
Automating Text Naturalness Evaluation of NLG Systems Erion cCano Ondrej Bojar 8 0 0 23 Jun 2020
A Decade of Social Bot Detection S. Cresci 25 234 0 23 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 22 18 0 08 Jun 2020
CoCon: A Self-Supervised Approach for Controlled Text Generation Alvin Chan Yew-Soon Ong B. Pung Aston Zhang Jie Fu 10 84 0 05 Jun 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 13 10 0 04 Jun 2020
Cascaded Text Generation with Markov Transformers Yuntian Deng Alexander M. Rush 14 13 0 01 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 29 40,023 0 28 May 2020
Towards AI Forensics: Did the Artificial Intelligence System Do It? Johannes Schneider F. Breitinger AAML 18 8 0 27 May 2020
BRENDA: Browser Extension for Fake News Detection Bjarte Botnevik Eirik Sakariassen Vinay Setty 11 41 0 27 May 2020
Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? Kobi Leins Jey Han Lau Timothy Baldwin FaML 16 39 0 27 May 2020
Large Scale Multi-Actor Generative Dialog Modeling Alex Boyd Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 13 23 0 13 May 2020
Enabling Language Models to Fill in the Blanks Chris Donahue Mina Lee Percy Liang 6 194 0 11 May 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 30 125 0 11 May 2020
Temporal Common Sense Acquisition with Minimal Supervision Ben Zhou Qiang Ning Daniel Khashabi Dan Roth 21 92 0 08 May 2020
Distributional Discrepancy: A Metric for Unconditional Text Generation Ping Cai Xingyuan Chen Peng Jin Hongjun Wang Tianrui Li 12 6 0 04 May 2020
A Girl Has A Name: Detecting Authorship Obfuscation Asad Mahmood Zubair Shafiq P. Srinivasan 9 8 0 02 May 2020
A Controllable Model of Grounded Response Generation Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Xiang Gao ... Rik Koncel-Kedziorski Jianfeng Gao Hannaneh Hajishirzi Mari Ostendorf Bill Dolan 18 84 0 01 May 2020
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training Yizhe Zhang Guoyin Wang Chunyuan Li Zhe Gan Chris Brockett Bill Dolan 32 30 0 01 May 2020