Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
Aspect-Controlled Neural Argument Generation Benjamin Schiller Johannes Daxenberger Iryna Gurevych 19 73 0 30 Apr 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking Hannah Rashkin Asli Celikyilmaz Yejin Choi Jianfeng Gao 21 151 0 30 Apr 2020
Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation David Wilmot Frank Keller 19 21 0 30 Apr 2020
Self-Supervised and Controlled Multi-Document Opinion Summarization Hady ElSahar Maximin Coavoux Matthias Gallé Jos Rozen 21 48 0 30 Apr 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 17 97 0 30 Apr 2020
GePpeTto Carves Italian into a Language Model Lorenzo De Mattei Michele Cafagna F. Dell’Orletta Malvina Nissim Marco Guerini 6 36 0 29 Apr 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 32 55 0 28 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 37 2,355 0 23 Apr 2020
VisualCOMET: Reasoning about the Dynamic Context of a Still Image J. S. Park Chandra Bhagavatula Roozbeh Mottaghi Ali Farhadi Yejin Choi ReLM LRM 22 6 0 22 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 19 351 0 21 Apr 2020
Reverse Engineering Configurations of Neural Text Generation Models Yi Tay Dara Bahri Che Zheng Clifford Brunk Donald Metzler Andrew Tomkins DeLMO 12 32 0 13 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 28 3,916 0 10 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use Rowan Zellers Ari Holtzman Elizabeth Clark Lianhui Qin Ali Farhadi Yejin Choi ELM LRM 17 14 0 07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 8 47 0 07 Apr 2020
Residual Energy-Based Models for Text A. Bakhtin Yuntian Deng Sam Gross Myle Ott MarcÁurelio Ranzato Arthur Szlam 27 13 0 06 Apr 2020
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 Richard He Bai Peng Shi Jimmy J. Lin Luchen Tan Kun Xiong Wen Gao Jie Liu Ming Li 8 5 0 05 Apr 2020
Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation Xingyuan Chen Ping Cai Peng Jin Hongjun Wang Xingyu Dai Jiajun Chen 19 2 0 05 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 32 181 0 05 Apr 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
ProGen: Language Modeling for Protein Generation Ali Madani Bryan McCann Nikhil Naik N. Keskar N. Anand Raphael R. Eguchi Po-Ssu Huang R. Socher 26 275 0 08 Mar 2020
RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation System Helena H. Lee Shu Ke Palakorn Achananuparp P. K. Prasetyo Yue Liu Ee-Peng Lim L. Varshney 21 62 0 05 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial Transformers Kuo-Hao Zeng M. Shoeybi Ming-Yu Liu GAN 15 18 0 02 Mar 2020
A multi-layer approach to disinformation detection on Twitter Francesco Pierri C. Piccardi S. Ceri 9 9 0 28 Feb 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 14 196 0 27 Feb 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 26 33 0 24 Feb 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary M. Shoeybi Bryan Catanzaro ELM 24 159 0 22 Feb 2020
Attacking Neural Text Detectors Max Wolff Stuart Wolff AAML DeLMO 6 49 0 19 Feb 2020
The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible Nanna Inie Jeanette Falk Olesen Leon Derczynski DeLMO 11 6 0 11 Feb 2020
Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts Max Ryabinin Anton I. Gusev FedML 22 48 0 10 Feb 2020
Limits of Detecting Text Generated by Large-Scale Language Models L. Varshney N. Keskar R. Socher DeLMO 16 18 0 09 Feb 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 41 48 0 02 Feb 2020
Reducing Non-Normative Text Generation from Language Models Xiangyu Peng Siyan Li Spencer Frazier Mark O. Riedl 6 8 0 23 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 27 446 0 13 Jan 2020
Artificial Intelligence for Social Good: A Survey Zheyuan Ryan Shi Claire Wang Fei Fang AI4TS 32 81 0 07 Jan 2020
Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements Kai Shu Suhang Wang Dongwon Lee Huan Liu 13 78 0 02 Jan 2020
The Offense-Defense Balance of Scientific Knowledge: Does Publishing AI Research Reduce Misuse? Toby Shevlane Allan Dafoe 17 31 0 27 Dec 2019
Personalized Patent Claim Generation and Measurement Jieh-Sheng Lee 11 4 0 07 Dec 2019
Importance-Aware Learning for Neural Headline Editing Qingyang Wu Lei Li Hao Zhou Ying Zeng Zhou Yu 6 17 0 25 Nov 2019
Forbidden knowledge in machine learning -- Reflections on the limits of research and publication Thilo Hagendorff 14 14 0 19 Nov 2019
Understanding BERT performance in propaganda analysis Yiqing Hua 22 16 0 11 Nov 2019
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection Kai Nakamura Sharon Levy Luu Anh Tuan 11 120 0 10 Nov 2019
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 23 50 0 09 Nov 2019
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Po-Sen Huang Huan Zhang Ray Jiang Robert Stanforth Johannes Welbl Jack W. Rae Vishal Maini Dani Yogatama Pushmeet Kohli 30 206 0 08 Nov 2019
Automatic Detection of Generated Text is Easiest when Humans are Fooled Daphne Ippolito Daniel Duckworth Chris Callison-Burch Douglas Eck DeLMO 17 342 0 02 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 51 808 0 01 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 88 19,440 0 23 Oct 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection Giovanni Da San Martino Alberto Barrón-Cedeño Preslav Nakov 14 79 0 20 Oct 2019
Better Document-Level Machine Translation with Bayes' Rule Lei Yu Laurent Sartran Wojciech Stokowiec Wang Ling Lingpeng Kong Phil Blunsom Chris Dyer 19 7 0 01 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019