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Propaganda can be defined as a form of communication that aims to influence the opinions or the actions of people towards a specific goal; this is achieved by means of well-defined rhetorical and psychological devices.
VisualBERT: A simple and performant baseline for vision and language
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, and Kai-Wei Chang. 2019 · 1908
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Maria Glenski, E. Ayton, J. Mendoza, and Svitlana Volkova. 2019 · 1909
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In Institute for Propaganda Analysis, editor, Propaganda Analysis. Volume I of the Publications of the Institute for Propaganda Analysis . New York, NY, USA
IPA. 1938 · 1938
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In Institute for Propaganda Analysis, editor, Propaganda Analysis. Volume II of the Publications of the Institute for Propaganda Analysis . New York, NY, USA
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The Techniques of Propaganda
Clyde R. Miller. 1939 · 1939
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The measurement of observer agreement for categorical data
J Richard Landis and Gary G Koch. 1977 · 1977
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The visual rhetoric of propaganda
V. Margolin. 1979 · 1979
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What is propaganda?
Ralph D. Casey. 1994 · 1994
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War, propaganda and the media
Anup Shah. 2005 · 2005
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Measuring agreement on set-valued items (MASI) for semantic and pragmatic annotation
Rebecca Passonneau. 2006 · 2006
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Inter-coder agreement for computational linguistics
Ron Artstein and Massimo Poesio. 2008 · 2008
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Detecting hate speech in multi-modal memes
Abhishek Das, Japsimar Singh Wahi, and Siyao Li. 2020 · 2012
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A multimodal framework for the detection of hateful memes
Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, and Helen Yannakoudakis. 2020 · 2012
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Visual propaganda in the age of social media: An empirical analysis of Twitter images during the 2012 Israeli–Hamas conflict
Hyunjin Seo. 2014 · 2012
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A content analysis of propaganda in harakah newspaper
Shamsiah Abd Kadir and Ahmad Sauffiyan. 2014 · 2014
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Microsoft COCO: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick. 2014 · 2014
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Mind Over Media: Analyzing Contemporary Propaganda
Renee Hobbs. 2015 · 2015
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Social media usage
Andrew Perrin. 2015 · 2015
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Symbiotic radicalisation strategies: Propaganda tools and neuro linguistic programming
Robyn Torok. 2015 · 2015
Cited alongside, same era.
Emotion and techniques of propaganda in youtube videos
Shamsiah Abd Kadir, Anitawati Lokman, and T. Tsuchiya. 2016 · 2016
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016
Cited alongside, same era.
Proppy: Organizing the news based on their propagandistic content
Alberto Barrón-Cedeno, Israa Jaradat, Giovanni Da San Martino, and Preslav Nakov. 2019 · 2019
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CoReRank: Ranking to detect users involved in blackmarket-based collusive retweeting activities
Aditya Chetan, Brihi Joshi, Hridoy Sankar Dutta, and Tanmoy Chakraborty. 2019 · 2019
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Fine-grained analysis of propaganda in news articles
Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, Rostislav Petrov, and Preslav Nakov. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Supervised multimodal bitransformers for classifying images and text
Douwe Kiela, Suvrat Bhooshan, Hamed Firooz, Ethan Perez, and Davide Testuggine. 2019 · 2019
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The paradigm-shift of social spambots: Evidence, theories, and tools for the arms race
Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, and Maurizio Tesconi. 2017 · 2017
Cited alongside, same era.
Argotario: Computational argumentation meets serious games
Ivan Habernal, Raffael Hannemann, Christian Pollak, Christopher Klamm, Patrick Pauli, and Iryna Gurevych. 2017 · 2017
Cited alongside, same era.
Bag of tricks for efficient text classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov. 2017 · 2017
Cited alongside, same era.
Truth of varying shades: Analyzing language in fake news and political fact-checking
Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, and Yejin Choi. 2017 · 2017
Cited alongside, same era.
Computational propaganda: If you make it trend, you make it true
Renee Diresta. 2018 · 2018
Cited alongside, same era.
Adapting serious game for fallacious argumentation to German: Pitfalls, insights, and best practices
Ivan Habernal, Patrick Pauli, and Iryna Gurevych. 2018 · 2018
Cited alongside, same era.
ViLBERT: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
Jiasen Lu, Dhruv Batra, Devi Parikh, and Stefan Lee. 2019 · 2019
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Explaining multimodal deceptive news prediction models
Svitlana Volkova, Ellyn Ayton, Dustin L. Arendt, Zhuanyi Huang, and Brian Hutchinson. 2019 · 2019
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Arming the public with artificial intelligence to counter social bots
Kai-Cheng Yang, Onur Varol, Clayton A Davis, Emilio Ferrara, Alessandro Flammini, and Filippo Menczer. 2019 · 2019
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Prta: A system to support the analysis of propaganda techniques in the news
Giovanni Da San Martino, Shaden Shaar, Yifan Zhang, Seunghak Yu, Alberto Barrón-Cedeno, and Preslav Nakov. 2020 · 2020
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The hateful memes challenge: Detecting hate speech in multimodal memes
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, and Davide Testuggine. 2020 · 2020
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A survey on computational propaganda detection
Giovanni Da San Martino, Stefano Cresci, Alberto Barrón-Cedeño, Seunghak Yu, Roberto Di Pietro, and Preslav Nakov. 2020 · 2020
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Unveiling coordinated groups behind white helmets disinformation
Diogo Pacheco, Alessandro Flammini, and Filippo Menczer. 2020 · 2020
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MMF: A multimodal framework for vision and language research
Amanpreet Singh, Vedanuj Goswami, Vivek Natarajan, Yu Jiang, Xinlei Chen, Meet Shah, Marcus Rohrbach, Dhruv Batra, and Devi Parikh. 2020 · 2020
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“Subverting the Jewtocracy”: Online antisemitism detection using multimodal deep learning
Mohit Chandra, Dheeraj Pailla, Himanshu Bhatia, Aadilmehdi Sanchawala, Manish Gupta, Manish Shrivastava, and Ponnurangam Kumaraguru. 2021 · 2021
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SemEval-2021 Task 6: Detection of persuasion techniques in texts and images
Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, and Giovanni Da San Martino. 2021 · 2021
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