Do Differences in Values Influence Disagreements in Online Discussions?
Disagreements are common in online discussions. Disagreement may foster collaboration
and improve the quality of a discussion under some conditions. Although there exist …
and improve the quality of a discussion under some conditions. Although there exist …
Susceptibility of Communities against Low-Credibility Content in Social News Websites
Social news websites, such as Reddit, have evolved into prominent platforms for sharing
and discussing news. A key issue on social news websites sites is the formation of echo …
and discussing news. A key issue on social news websites sites is the formation of echo …
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics
R Su, JB Pierrehumbert - arXiv preprint arXiv:2407.07038, 2024 - arxiv.org
This work introduces the ClimateSent-GAT Model, an innovative method that integrates
Graph Attention Networks (GATs) with techniques from natural language processing to …
Graph Attention Networks (GATs) with techniques from natural language processing to …
STEntConv: Predicting Disagreement with Stance Detection and a Signed Graph Convolutional Network
The rise of social media platforms has led to an increase in polarised online discussions,
especially on political and socio-cultural topics such as elections and climate change. We …
especially on political and socio-cultural topics such as elections and climate change. We …
Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information
Argument structure extraction (ASE) aims to identify the discourse structure of arguments
within documents. Previous research has demonstrated that contextual information is crucial …
within documents. Previous research has demonstrated that contextual information is crucial …
STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network
The rise of social media platforms has led to an increase in polarised online discussions,
especially on political and socio-cultural topics such as elections and climate change. We …
especially on political and socio-cultural topics such as elections and climate change. We …
Beyond the Social Media Contents: The Role of Social Interactions in Stance Detection
Stance detection categorizes the stance toward a specific target or topic, or other aspects of
interest (eg, a social media comment) as favor, against, or neutral. The discourse of stance …
interest (eg, a social media comment) as favor, against, or neutral. The discourse of stance …