3 papers
cs.HC2024
General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study
Qixiang Fang, Zhihan Zhou, Francesco Barbieri +6
Learning general-purpose user representations based on user behavioral logs is an increasingly popular user modeling approach. It benefits from easily available, privacy-friendly y…
cs.LG2024
Context-Aware Prediction of User Engagement on Online Social Platforms
Heinrich Peters, Yozen Liu, Francesco Barbieri +3
The success of online social platforms hinges on their ability to predict and understand user behavior at scale. Here, we present data suggesting that context-aware modeling approa…
cs.CL2024
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster
Agostina Calabrese, Leonardo Neves, Neil Shah +4
Content moderators play a key role in keeping the conversation on social media healthy. While the high volume of content they need to judge represents a bottleneck to the moderatio…