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A corpus of Hindi news headlines shared on Twitter was created by collecting tweets of 5 mainstream Hindi news sources for a period of 4 months. 7 independent annotators were recruited to mark the 20 most retweeted news posts by each of the…

Computation and Language · Computer Science 2020-12-15 Vivek Kaushal , Kavita Vemuri

Biased news contributes to societal polarization and is often reinforced by hostile reader comments, constituting a vital yet often overlooked aspect of news dissemination. Our study reveals that offensive comments support biased content,…

Computation and Language · Computer Science 2025-08-25 Luyang Lin , Zijin Feng , Lingzhi Wang , Kam-Fai Wong

Click-through data has proven to be a valuable resource for improving search-ranking quality. Search engines can easily collect click data, but biases introduced in the data can make it difficult to use the data effectively. In order to…

Machine Learning · Computer Science 2020-02-13 Yingcheng Sun , Richard Kolacinski , Kenneth Loparo

This paper aims to shed some light on the concept of virality - especially in social networks - and to provide new insights on its structure. We argue that: (a) virality is a phenomenon strictly connected to the nature of the content being…

Computation and Language · Computer Science 2015-03-20 Marco Guerini , Carlo Strapparava , Gozde Ozbal

Clickbait PDFs are PDF documents that do not embed malware but trick victims into visiting malicious web pages leading to attacks like password theft or drive-by download. While recent reports indicate a surge of clickbait PDFs, prior works…

Cryptography and Security · Computer Science 2023-12-25 Giada Stivala , Sahar Abdelnabi , Andrea Mengascini , Mariano Graziano , Mario Fritz , Giancarlo Pellegrino

It is completely amazing! Fake news and click-baits have totally invaded the cyber space. Let us face it: everybody hates them for three simple reasons. Reason #2 will absolutely amaze you. What these can achieve at the time of election…

Computation and Language · Computer Science 2018-03-13 Georgi Karadzhov , Pepa Gencheva , Preslav Nakov , Ivan Koychev

A search engine recommends to the user a list of web pages. The user examines this list, from the first page to the last, and clicks on all attractive pages until the user is satisfied. This behavior of the user can be described by the…

Machine Learning · Computer Science 2016-06-02 Sumeet Katariya , Branislav Kveton , Csaba Szepesvári , Zheng Wen

To increase revenue, news websites often resort to using deceptive news titles, luring users into clicking on the title and reading the full news. Clickbait detection is the task that aims to automatically detect this form of false…

Computation and Language · Computer Science 2023-10-11 Daria-Mihaela Broscoteanu , Radu Tudor Ionescu

News recommendation emerges as a primary means for users to access content of interest from the vast amount of news. The title clickbait extensively exists in news domain and increases the difficulty for news recommendation to offer…

Information Retrieval · Computer Science 2024-08-19 Yijie Shu , Xiaokun Zhang , Youlin Wu , Bo Xu , Liang Yang , Hongfei Lin

Often clickbait articles have a title that is phrased as a question or vague teaser that entices the user to click on the link and read the article to find the explanation. We developed a system that will automatically find the answer or…

Computation and Language · Computer Science 2022-12-19 Oliver Johnson , Beicheng Lou , Janet Zhong , Andrey Kurenkov

As news and social media exhibit an increasing amount of manipulative polarized content, detecting such propaganda has received attention as a new task for content analysis. Prior work has focused on supervised learning with training data…

Computation and Language · Computer Science 2020-11-24 Liqiang Wang , Xiaoyu Shen , Gerard de Melo , Gerhard Weikum

Retrieving target information based on input query is of fundamental importance in many real-world applications. In practice, it is not uncommon for the initial search to fail, where additional feedback information is needed to guide the…

Computer Vision and Pattern Recognition · Computer Science 2023-05-02 Zeyu Wang , Yu Wu

We propose a lightweight hybrid approach to clickbait detection that combines OpenAI semantic embeddings with six compact heuristic features capturing stylistic and informational cues. To improve efficiency, embeddings are reduced using PCA…

Computation and Language · Computer Science 2026-04-10 Soveatin Kuntur , Panggih Kusuma Ningrum , Anna Wróblewska , Maria Ganzha , Marcin Paprzycki

News recommendation is important for online news services. Precise user interest modeling is critical for personalized news recommendation. Existing news recommendation methods usually rely on the implicit feedback of users like news clicks…

Information Retrieval · Computer Science 2021-01-13 Chuhan Wu , Fangzhao Wu , Yongfeng Huang , Xing Xie

Fake news is a type of pervasive propaganda that spreads misinformation online, taking advantage of social media's extensive reach to manipulate public perception. Over the past three years, fake news has become a focal discussion point in…

Computation and Language · Computer Science 2019-10-08 Qi Jia Sun

Over the past decade, the media landscape has seen a radical shift. As more of the public stay informed of current events via online sources, competition has grown as outlets vie for attention. This competition has prompted some online…

Human-Computer Interaction · Computer Science 2023-01-10 Marc Kydd , Lynsay A. Shepherd

To advance understanding on how to engage readers, we advocate the novel task of automatic pull quote selection. Pull quotes are a component of articles specifically designed to catch the attention of readers with spans of text selected…

Computation and Language · Computer Science 2020-10-15 Tanner Bohn , Charles X. Ling

In this work, we explore the constructive side of online reviews: advice, tips, requests, and suggestions that users provide about goods, venues, services, and other items of interest. To reduce training costs and annotation efforts needed…

Computation and Language · Computer Science 2023-11-21 Anton Alekseev , Elena Tutubalina , Sejeong Kwon , Sergey Nikolenko

In order to expand their reach and increase website ad revenue, media outlets have started using clickbait techniques to lure readers to click on articles on their digital platform. Having successfully enticed the user to open the article,…

Information Retrieval · Computer Science 2018-08-06 Vaibhav Kumar , Mrinal Dhar , Dhruv Khattar , Yash Kumar Lal , Abhimanshu Mishra , Manish Shrivastava , Vasudeva Varma

As the first step of automatic fact checking, claim check-worthiness detection is a critical component of fact checking systems. There are multiple lines of research which study this problem: check-worthiness ranking from political speeches…

Computation and Language · Computer Science 2020-09-17 Dustin Wright , Isabelle Augenstein