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Hashtags play a cardinal role in the classification of topics over social media. A sudden burst on the usage of certain hashtags, representing specific topics, give rise to trending topics. Trending topics can be immensely useful as it can…

Social and Information Networks · Computer Science 2020-04-27 Debashmita Poddar

Our study investigates the role of infrastructures in shaping online news usage by contrasting use patterns of two social groups,millennials and boomers,that are specifically located in news infrastructures. Typically based on self reported…

Computers and Society · Computer Science 2017-04-06 Harsh Taneja , Angela Xiao Wu , Stephanie Edgerly

Warning: this paper contains content that may be offensive or upsetting. Language has the power to reinforce stereotypes and project social biases onto others. At the core of the challenge is that it is rarely what is stated explicitly, but…

Computation and Language · Computer Science 2020-04-27 Maarten Sap , Saadia Gabriel , Lianhui Qin , Dan Jurafsky , Noah A. Smith , Yejin Choi

YouTube Shorts have become central to news consumption on the platform, yet research on how geopolitical events are represented in this format remains limited. To address this gap, we present a multimodal pipeline that combines automatic…

Computation and Language · Computer Science 2026-04-02 Daniel Miehling , Sandra Kuebler

This paper addresses the critical challenge of assessing the representativeness of news thumbnail images, which often serve as the first visual engagement for readers when an article is disseminated on social media. We focus on whether a…

Computation and Language · Computer Science 2024-06-10 Yejun Yoon , Seunghyun Yoon , Kunwoo Park

The pandemic required efficient allocation of public resources and transforming existing ways of societal functions. To manage any crisis, governments and public health researchers exploit the information available to them in order to make…

Social and Information Networks · Computer Science 2022-11-30 Ishita Vohra , Meher Shashwat Nigam , Aryan Sakaria , Amey Kudari , Nimmi Rangaswamy

This paper presents BAR-Analytics, a web-based, open-source platform designed to analyze news dissemination across geographical, economic, political, and cultural boundaries. Using the Russian-Ukrainian and Israeli-Palestinian conflicts as…

Computation and Language · Computer Science 2025-09-05 Abdul Sittar , Dunja Mladenic , Alenka Gucek , Marko Grobelnik

Narratives are the cognitive and emotional scaffolds of propaganda. They organize isolated persuasive techniques into coherent stories that justify actions, attribute blame, and evoke identification with ideological camps. In this paper, we…

Computation and Language · Computer Science 2025-12-04 Zeba Afroz , Harsh Vardhan , Pawan Bhakuni , Aanchal Punia , Rajdeep Kumar , Md. Shad Akhtar

Within the field of media framing, homelessness has been a historically under-researched topic. Framing theory states that the media's method of presenting information plays a pivotal role in controlling public sentiment toward a topic. The…

Computers and Society · Computer Science 2025-07-01 Akshay Irudayaraj , Nathan Ye , Yash Chainani

Framing a news article means to portray the reported event from a specific perspective, e.g., from an economic or a health perspective. Reframing means to change this perspective. Depending on the audience or the submessage, reframing can…

Computation and Language · Computer Science 2021-09-13 Wei-Fan Chen , Khalid Al-Khatib , Benno Stein , Henning Wachsmuth

Increasing cycling for transportation or recreation can boost health and reduce the environmental impacts of vehicles. However, news agencies' ideologies and reporting styles often influence public perception of cycling. For example, if…

Computers and Society · Computer Science 2024-07-18 Xingmeng Zhao , Dan Schumacher , Sashank Nalluri , Xavier Walton , Suhana Shrestha , Anthony Rios

In an age characterized by the proliferation of mis- and disinformation online, it is critical to empower readers to understand the content they are reading. Important efforts in this direction rely on manual or automatic fact-checking,…

Computation and Language · Computer Science 2025-06-17 Zain Muhammad Mujahid , Dilshod Azizov , Maha Tufail Agro , Preslav Nakov

Fact-checking has been promoted as a key method for combating political misinformation. Comparing the spread of election-related misinformation narratives along with their relevant political fact-checks, this study provides the most…

Social and Information Networks · Computer Science 2024-12-19 Morgan Wack , Kayla Duskin , Damian Hodel

News headlines and summaries shape how events are interpreted through selective emphasis and omission, a phenomenon commonly referred to as framing. Large language models are now routinely used to generate such content, yet existing…

Computation and Language · Computer Science 2026-05-22 Valeria Pastorino , Nafise Sadat Moosavi

News outlets are well known to have political associations, and many national outlets cultivate political biases to cater to different audiences. Journalists working for these news outlets have a big impact on the stories they cover. In…

Social and Information Networks · Computer Science 2025-07-14 Vivek Sharma , Mohammad Mahdi Shokri , Sarah Ita Levitan , Elena Filatova , Shweta Jain

Even to a simple and short news headline, readers react in a multitude of ways: cognitively (e.g. inferring the writer's intent), emotionally (e.g. feeling distrust), and behaviorally (e.g. sharing the news with their friends). Such…

Computation and Language · Computer Science 2022-03-23 Saadia Gabriel , Skyler Hallinan , Maarten Sap , Pemi Nguyen , Franziska Roesner , Eunsol Choi , Yejin Choi

Partisan bias in LLMs has been evaluated to assess political leanings, typically through a broad lens and largely in Western contexts. We move beyond identifying general leanings to examine harmful, adversarial representational associations…

Computers and Society · Computer Science 2025-09-30 Divyanshu Kumar , Ishita Gupta , Nitin Aravind Birur , Tanay Baswa , Sahil Agarwal , Prashanth Harshangi

Conspiracy theories are anti-authoritarian narratives that lead to social conflict, impacting how people perceive political information. To help in understanding this issue, we introduce the Conspiracy Frame: a fine-grained semantic…

Social media, such as blogs, are often seen as democratic entities that allow more voices to be heard than the conventional mass or elite media. Some also feel that social media exhibits a balancing force against the arguably slanted elite…

Social and Information Networks · Computer Science 2011-11-07 Yu-Ru Lin , James P. Bagrow , David Lazer

Online news has made dissemination of information a faster and more efficient process. Additionally, the shift from a print medium to an online interface has enabled user interactions, creating a space to mutually understand the reader…

Computers and Society · Computer Science 2018-07-31 Rijul Magu , Nabil Hossain , Henry Kautz