Defending Against Neural Fake News

29 May 2019

Hannah Rashkin

Yejin Choi

Papers citing "Defending Against Neural Fake News"

50 / 562 papers shown

Title
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 27 19 0 11 Jun 2021
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity Descriptions Weijia Shi Mandar Joshi Luke Zettlemoyer 3DV 6 3 0 09 Jun 2021
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity David Gros Yu Li Zhou Yu DeLMO 20 18 0 04 Jun 2021
MERLOT: Multimodal Neural Script Knowledge Models Rowan Zellers Ximing Lu Jack Hessel Youngjae Yu J. S. Park Jize Cao Ali Farhadi Yejin Choi VLM LRM 22 372 0 04 Jun 2021
Fingerprinting Fine-tuned Language Models in the Wild Nirav Diwan Tanmoy Chakraborty Zubair Shafiq DeLMO 6 12 0 03 Jun 2021
Who Blames or Endorses Whom? Entity-to-Entity Directed Sentiment Extraction in News Text Kunwoo Park Zhufeng Pan Jungseock Joo 15 6 0 02 Jun 2021
Multi-Modal Semantic Inconsistency Detection in Social Media News Posts S. McCrae Kehan Wang A. Zakhor 36 15 0 26 May 2021
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 16 40 0 18 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 32 425 0 18 Apr 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 228 144 0 18 Apr 2021
Probing Across Time: What Does RoBERTa Know and When? Leo Z. Liu Yizhong Wang Jungo Kasai Hannaneh Hajishirzi Noah A. Smith KELM 10 80 0 16 Apr 2021
Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster Spencer Poff Moya Chen Douwe Kiela Jason Weston HILM 49 691 0 15 Apr 2021
Rethinking Automatic Evaluation in Sentence Simplification Thomas Scialom Louis Martin Jacopo Staiano Eric Villemonte de la Clergerie Benoît Sagot 30 29 0 15 Apr 2021
IGA : An Intent-Guided Authoring Assistant Simeng Sun Wenlong Zhao Varun Manjunatha R. Jain Vlad I. Morariu Franck Dernoncourt Balaji Vasan Srinivasan Mohit Iyyer 16 17 0 14 Apr 2021
Understanding Transformers for Bot Detection in Twitter Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez 28 4 0 13 Apr 2021
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media Grace Luo Trevor Darrell Anna Rohrbach 6 84 0 13 Apr 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training Sho Takase Shun Kiyono 25 45 0 05 Apr 2021
A Heuristic-driven Uncertainty based Ensemble Framework for Fake News Detection in Tweets and News Articles Sourya Dipta Das Ayan Basak S. Dutta 45 47 0 05 Apr 2021
Sketch and Customize: A Counterfactual Story Generator Changying Hao Liang Pang Yanyan Lan Yan Wang Jiafeng Guo Xueqi Cheng CML BDL LRM 6 14 0 02 Apr 2021
"TL;DR:" Out-of-Context Adversarial Text Summarization and Hashtag Recommendation Peter Jachim Filipo Sharevski Emma Pieroni 6 0 0 01 Apr 2021
Are Neural Language Models Good Plagiarists? A Benchmark for Neural Paraphrase Detection Jan Philip Wahle Terry Ruas Norman Meuschke Bela Gipp 25 34 0 23 Mar 2021
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 11 30 0 22 Mar 2021
Distributed Deep Learning Using Volunteer Computing-Like Paradigm Medha Atre B. Jha Ashwini Rao 18 11 0 16 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 22 192 0 10 Mar 2021
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution Mingfei Guo Xiuying Chen Juntao Li Dongyan Zhao Rui Yan GNN 39 12 0 10 Mar 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 23 49 0 25 Feb 2021
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection Wei Wang Piji Li Haitao Zheng 16 13 0 13 Feb 2021
Generating Fake Cyber Threat Intelligence Using Transformer-Based Models P. Ranade Aritran Piplai Sudip Mittal A. Joshi Tim Finin 34 69 0 08 Feb 2021
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection Nguyen Vo Kyumin Lee EgoV 20 41 0 04 Feb 2021
Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou A. Kuncoro E. Gribovskaya Devang Agrawal Adam Liska ... Sebastian Ruder Dani Yogatama Kris Cao Susannah Young Phil Blunsom VLM 41 207 0 03 Feb 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 39 343 0 02 Feb 2021
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen 35 12 0 04 Jan 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou Tao Ge Canwen Xu Ke Xu Furu Wei LRM 16 15 0 02 Jan 2021
AraGPT2: Pre-Trained Transformer for Arabic Language Generation Wissam Antoun Fady Baly Hazem M. Hajj VLM 21 103 0 31 Dec 2020
Few-Shot Named Entity Recognition: A Comprehensive Study Jiaxin Huang Chunyuan Li K. Subudhi Damien Jose S. Balakrishnan Weizhu Chen Baolin Peng Jianfeng Gao Jiawei Han 21 79 0 29 Dec 2020
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen Qiaoben Bao Changzhi Sun Xinbo Zhang Jiaze Chen Hao Zhou Yanghua Xiao Lei Li LRM 53 31 0 25 Dec 2020
Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models Alexandre Duval Thomas Lamson Gael de Leseleuc de Kerouara Matthias Gallé 16 0 0 19 Dec 2020
Few-shot Sequence Learning with Transformers Lajanugen Logeswaran Ann Lee Myle Ott Honglak Lee MarcÁurelio Ranzato Arthur Szlam ViT 39 12 0 17 Dec 2020
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision Faeze Brahman Vered Shwartz Rachel Rudinger Yejin Choi LRM 15 42 0 14 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,815 0 14 Dec 2020
Fact-Enhanced Synthetic News Generation Kai Shu Yichuan Li Kaize Ding Huan Liu 183 31 0 08 Dec 2020
Facts2Story: Controlling Text Generation by Key Facts Eyal Orbach Yoav Goldberg 17 16 0 08 Dec 2020
Adversarial Semantic Collisions Congzheng Song Alexander M. Rush Vitaly Shmatikov AAML 6 52 0 09 Nov 2020
MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem H. Phung A. Vu Tung D. Nguyen Lam Thanh Do Giang Nam Ngo Trung Thanh Tran Hà Nội ViT 17 0 0 09 Nov 2020
Machine Generation and Detection of Arabic Manipulated and Fake News El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed Tariq Alhindi H. Cavusoglu DeLMO 24 50 0 05 Nov 2020
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 11 229 0 02 Nov 2020
Social Chemistry 101: Learning to Reason about Social and Moral Norms Maxwell Forbes Jena D. Hwang Vered Shwartz Maarten Sap Yejin Choi 8 260 0 01 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 6 10 0 30 Oct 2020
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme Kunjal Panchal 6 2 0 29 Oct 2020
Limitations of Autoregressive Models and Their Alternatives Chu-cheng Lin Aaron Jaech Xin Li Matthew R. Gormley Jason Eisner 29 58 0 22 Oct 2020