3 papers
cs.CL2025
Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale
Rafal Kocielnik, Min Kim, Penphob +5
Detecting prosociality in text--communication intended to affirm, support, or improve others' behavior--is a novel and increasingly important challenge for trust and safety systems…
cs.CL2025
Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat
Zhuofang Li, Rafal Kocielnik, Fereshteh Soltani +4
Millions of players engage daily in competitive online games, communicating through in-game chat. Prior research has focused on detecting relatively small volumes of toxic content…
cs.CY2024
Online Moderation in Competitive Action Games: How Intervention Affects Player Behaviors
Zhuofang Li, Rafal Kocielnik, Mitchell Linegar +7
Online competitive action games have flourished as a space for entertainment and social connections, yet they face challenges from a small percentage of players engaging in disrupt…