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The rampant spread of fake news has adversely affected society, resulting in extensive research on curbing its spread.
Real-time rumor debunking on twitter
Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Rui Fang, and Sameena Shah. 2015 · 2015
Earlier work this paper cites.
Social media and fake news in the 2016 election
Hunt Allcott and Matthew Gentzkow. 2017 · 2016
Earlier work this paper cites.
Partisanship, propaganda, and disinformation: Online media and the 2016 us presidential election
Robert Faris, Hal Roberts, Bruce Etling, Nikki Bourassa, Ethan Zuckerman, and Yochai Benkler. 2017 · 2016
Earlier work this paper cites.
Detecting rumors from microblogs with recurrent neural networks
Jing Ma, Wei Gao, Prasenjit Mitra, Sejeong Kwon, Bernard J. Jansen, Kam-Fai Wong, and Cha Meeyoung. 2016 · 2016
Earlier work this paper cites.
Detection of online fake news using n-gram analysis and machine learning techniques
Hadeer Ahmed, Issa Traore, and Sherif Saad. 2017 · 2017
Earlier work this paper cites.
Detect rumors in microblog posts using propagation structure via kernel learning
Jing Ma, Wei Gao, and Kam-Fai Wong. 2017 · 2017
Earlier work this paper cites.
Automatic detection of fake news
Verónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, and Rada Mihalcea. 2017 · 2017
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" liar, liar pants on fire": A new benchmark dataset for fake news detection
William Yang Wang. 2017 · 2017
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Detecting opinion spams and fake news using text classification
Hadeer Ahmed, Issa Traore, and Sherif Saad. 2018 · 2018
Earlier work this paper cites.
Declare: Debunking fake news and false claims using evidence-aware deep learning
Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, and Gerhard Weikum. 2018 · 2018
Earlier work this paper cites.
Kai Shu, Deepak Mahudeswaran, Suhang Wang, Dongwon Lee, and Huan Liu. 2018 · 2018
Earlier work this paper cites.
Ced: Credible early detection of social media rumors
Changhe Song, Cunchao Tu, Cheng Yang, Zhiyuan Liu, and Maosong Sun. 2018 · 2018
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Eann: Event adversarial neural networks for multi-modal fake news detection
Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, and Jing Gao. 2018 · 2018
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Mvae: Multimodal variational autoencoder for fake news detection
Dhruv Khattar, Jaipal Singh Goud, Manish Gupta, and Vasudeva Varma. 2019 · 2019
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The role of user profiles for fake news detection
Kai Shu, Xinyi Zhou, Suhang Wang, Reza Zafarani, and Huan Liu. 2019b · 2019
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Spotfake: A multi-modal framework for fake news detection
Shivangi Singhal, Rajiv Ratn Shah, Tanmoy Chakraborty, Ponnurangam Kumaraguru, and Shin’ichi Satoh. 2019 · 2019
Earlier work this paper cites.
Xfake: Explainable fake news detector with visualizations
Fan Yang, Shiva K Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D Ragan, Shuiwang Ji, and Xia Hu. 2019 · 2019
Earlier work this paper cites.
Defending against neural fake news
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, and Yejin Choi. 2019 · 2019
Earlier work this paper cites.
Interpretable rumor detection in microblogs by attending to user interactions
Ling Min Serena Khoo, Hai Leong Chieu, Zhong Qian, and Jing Jiang. 2020 · 2020
Cited alongside, same era.
Capturing the style of fake news
Piotr Przybyla. 2020 · 2020
Cited alongside, same era.
Adversarial active learning based heterogeneous graph neural network for fake news detection
Yuxiang Ren, Bo Wang, Jiawei Zhang, and Yi Chang. 2020 · 2020
Cited alongside, same era.
Spotfake+: A multimodal framework for fake news detection via transfer learning (student abstract)
Shivangi Singhal, Anubha Kabra, Mohit Sharma, Rajiv Ratn Shah, Tanmoy Chakraborty, and Ponnurangam Kumaraguru. 2020 · 2020
Cited alongside, same era.
Fake news detection via knowledge-driven multimodal graph convolutional networks
Youze Wang, Shengsheng Qian, Jun Hu, Quan Fang, and Changsheng Xu. 2020 · 2020
Cited alongside, same era.
Deceptive claims using fake news advertising: The impact on consumers
Anita Rao. 2022 · 2022
Later among the works it cites.
On second thought, let’s not think step by step! bias and toxicity in zero-shot reasoning
Omar Shaikh, Hongxin Zhang, William Held, Michael Bernstein, and Diyi Yang. 2022 · 2022
Later among the works it cites.
Chain of thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed Chi, Quoc Le, and Denny Zhou. 2022 · 2022
Later among the works it cites.
Evidence-aware fake news detection with graph neural networks
Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, and Liang Wang. 2022 · 2022
Later among the works it cites.
Memory-guided multi-view multi-domain fake news detection
Yongchun Zhu, Qiang Sheng, Juan Cao, Qiong Nan, Kai Shu, Minghui Wu, Jindong Wang, and Fuzhen Zhuang. 2022 · 2022
Later among the works it cites.
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Xinyi Zhou and Reza Zafarani. 2020 · 2020
Cited alongside, same era.
Kan: Knowledge-aware attention network for fake news detection
Yaqian Dun, Kefei Tu, Chen Chen, Chunyan Hou, and Xiaojie Yuan. 2021 · 2021
Cited alongside, same era.
Compare to the knowledge: Graph neural fake news detection with external knowledge
Linmei Hu, Tianchi Yang, Luhao Zhang, Wanjun Zhong, Duyu Tang, Chuan Shi, Nan Duan, and Ming Zhou. 2021 · 2021
Cited alongside, same era.
Mdfend: Multi-domain fake news detection
Qiong Nan, Juan Cao, Yongchun Zhu, Yanyan Wang, and Jintao Li. 2021 · 2021
Cited alongside, same era.
Fighting an infodemic: Covid-19 fake news dataset
Parth Patwa, Shivam Sharma, Srinivas Pykl, Vineeth Guptha, Gitanjali Kumari, Md Shad Akhtar, Asif Ekbal, Amitava Das, and Tanmoy Chakraborty. 2021 · 2021
Cited alongside, same era.
Fact-enhanced synthetic news generation
Kai Shu, Yichuan Li, Kaize Ding, and Huan Liu. 2021 · 2021
Cited alongside, same era.
Inconsistency matters: A knowledge-guided dual-inconsistency network for multi-modal rumor detection
Mengzhu Sun, Xi Zhang, Jianqiang Ma, and Yazheng Liu. 2021 · 2021
Cited alongside, same era.
Chataug: Leveraging chatgpt for text data augmentation
Haixing Dai, Zhengliang Liu, Wenxiong Liao, Xiaoke Huang, Zihao Wu, Lin Zhao, Wei Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, et al. 2023 · 2023
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Evaluating chatgpt’s performance for multilingual and emoji-based hate speech detection
Mithun Das, Saurabh Kumar Pandey, and Animesh Mukherjee. 2023 · 2023
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Toxicity in chatgpt: Analyzing persona-assigned language models
Ameet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, and Karthik Narasimhan. 2023 · 2023
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Fan Huang, Haewoon Kwak, and Jisun An. 2023 · 2023
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Consistency analysis of chatgpt
Myeongjun Jang and Thomas Lukasiewicz. 2023 · 2023
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Is chatgpt a good translator? a preliminary study
Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Xing Wang, and Zhaopeng Tu. 2023 · 2023
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Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models
Potsawee Manakul, Adian Liusie, and Mark JF Gales. 2023 · 2023
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Is chatgpt a general-purpose natural language processing task solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, and Diyi Yang. 2023 · 2023
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Can chatgpt assess human personalities? a general evaluation framework
Haocong Rao, Cyril Leung, and Chunyan Miao. 2023 · 2023
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Keep the conversation going: Fixing 162 out of 337 bugs for $0.42 each using chatgpt
Chunqiu Steven Xia and Lingming Zhang. 2023 · 2023
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A comprehensive survey on pretrained foundation models: A history from bert to chatgpt
Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, et al. 2023 · 2023
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User preference-aware fake news detection
Yingtong Dou, Kai Shu, Congying Xia, Philip S Yu, and Lichao Sun. 2021 · 2055
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