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Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter
Svitlana Volkova
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Kyle Shaffer
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Jin Yea Jang
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Nathan Hodas
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning
Kashyap Popat
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Subhabrata Mukherjee
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Andrew Yates
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Gerhard Weikum
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Predicting Foreign Language Usage from English-Only Social Media Posts
Svitlana Volkova
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Stephen Ranshous
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Lawrence Phillips
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Classification of Moral Foundations in Microblog Political Discourse
Kristen Johnson
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Dan Goldwasser
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Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources
Maria Glenski
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Tim Weninger
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Svitlana Volkova
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Improving Classification of Twitter Behavior During Hurricane Events
Kevin Stowe
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Jennings Anderson
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Martha Palmer
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Leysia Palen
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Ken Anderson
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The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity
Fatemeh Torabi Asr
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Maite Taboada
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Stance Detection in Fake News A Combined Feature Representation
Bilal Ghanem
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Paolo Rosso
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Francisco Rangel
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Classification of Tweets about Reported Events using Neural Networks
Kiminobu Makino
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Yuka Takei
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Taro Miyazaki
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Jun Goto
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https://doi.org/10.18653/v1/P17-2102
https://doi.org/10.18653/v1/P17-2102
http://www.cs.jhu.edu/svitlana/
http://www.thenewsliteracyproject.org/
http://reporterslab.org/fact-checking/
http://hoaxy.iuni.iu.edu/
http://www.propornot.com/p/the-list.html
http://www.fakenewswatch.com/
http://www.cs.jhu.edu/svitlana/TwitterList
https://keras.io/
https://radimrehurek.com/gensim/models/doc2vec.html
http://www.cs.jhu.edu/svitlana/BrusselsRumorList
http://www.journalism.org/2016/12/15/many-
https://www.theguardian.com/media/2016/dec/02/fake-
https://blog.google/topics/journalism-
http://www.journalism.org/2016/05/26/news-
http://arxiv.org/abs/1412.6980
http://newsroom.fb.com/news/2016/12/news-feed-
http://www.abc.net.au/news/2016-11-14/fake-
Field Of Study
Linguistic Trends
Discourse
Pragmatics
Embeddings
Syntax
Task
Text Categorization
Language
English
Dataset
News
Social Media
Twitter
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