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We present Moderator, a policy-based model management system that allows administrators to specify fine-grained content moderation policies and modify the weights of a text-to-image (TTI) model to make it significantly more challenging for…

密码学与安全 · 计算机科学 2024-09-13 Peiran Wang , Qiyu Li , Longxuan Yu , Ziyao Wang , Ang Li , Haojian Jin

The Human-Computer Interaction (HCI) community has consistently focused on the experiences of users moderated by social media platforms. Recently, scholars have noticed that moderation practices could perpetuate biases, resulting in the…

人机交互 · 计算机科学 2024-01-23 Yao Lyu , Jie Cai , Anisa Callis , Kelley Cotter , John M. Carroll

Social media platforms have become central to modern communication, yet they also harbor offensive content that challenges platform safety and inclusivity. While prior research has primarily focused on textual indicators of offense, the…

计算与语言 · 计算机科学 2025-06-03 Yuhang Zhou , Yimin Xiao , Wei Ai , Ge Gao

The detection of hate speech or toxic content online is a complex and sensitive issue. While the identification itself is highly dependent on the context of the situation, sensitive personal attributes such as age, language, and nationality…

多智能体系统 · 计算机科学 2024-10-11 Jan Fillies , Theodoros Mitsikas , Ralph Schäfermeier , Adrian Paschke

Community rules play a key part in enabling or constraining the behaviors of members in online communities. However, little is unknown regarding whether and to what degree changing rules actually affects community dynamics. In this paper,…

社会与信息网络 · 计算机科学 2023-08-03 Anna Fang , Wenjie Yang , Haiyi Zhu

We investigate the impact of free speech and the relaxation of moderation on online social media platforms using Elon Musk's takeover of Twitter as a case study. By curating a dataset of over 10 million tweets, our study employs a novel…

社会与信息网络 · 计算机科学 2025-03-13 Arvindh Arun , Saurav Chhatani , Jisun An , Ponnurangam Kumaraguru

WhatsApp is one of the most widely used messaging platforms globally, with billions of users sharing information in private groups. Yet, it offers little infrastructure to support moderation and group governance. In the absence of…

人机交互 · 计算机科学 2026-05-29 Gauri Nayak , Farhana Shahid , Kiran Garimella , Aditya Vashistha

Reddit has found its communities playing a prominent role in originating and propagating problematic socio-political discourse. Reddit administrators have generally struggled to prevent or contain such discourse for several reasons…

社会与信息网络 · 计算机科学 2024-01-18 Hussam Habib , Maaz Bin Musa , Fareed Zaffar , Rishab Nithyanand

Roblox is among the most popular online gaming platforms, used by hundreds of millions of users every day. A substantial portion of these users are underage, who are at a greater risk, where abusive users may utilize Roblox's real-time chat…

计算机与社会 · 计算机科学 2026-05-11 Priya Kaushik , Sonja Brown , Rakibul Hasan , Sazzadur Rahaman

Moderation of user-generated content in an online community is a challenge that has great socio-economical ramifications. However, the costs incurred by delegating this work to human agents are high. For this reason, an automatic system…

信息检索 · 计算机科学 2019-02-01 Etienne Papegnies , Vincent Labatut , Richard Dufour , Georges Linares

Online social platforms centered around content creators often allow comments on content, where creators moderate the comments they receive. As creators can face overwhelming numbers of comments, with some of them harassing or hateful,…

人机交互 · 计算机科学 2022-02-18 Shagun Jhaver , Quan Ze Chen , Detlef Knauss , Amy Zhang

Despite regulations imposed by nations and social media platforms, such as recent EU regulations targeting digital violence, abusive content persists as a significant challenge. Existing approaches primarily rely on binary solutions, such…

Social media are shifting towards pluralism -- community-governed platforms where groups define their own norms. What violates rules in one community may be perfectly acceptable in another. Can AI models help moderate such pluralistic…

计算与语言 · 计算机科学 2026-05-19 Zoher Kachwala , Bao Tran Truong , Rasika Muralidharan , Haewoon Kwak , Jisun An , Filippo Menczer

Extensive efforts in automated approaches for content moderation have been focused on developing models to identify toxic, offensive, and hateful content with the aim of lightening the load for moderators. Yet, it remains uncertain whether…

计算与语言 · 计算机科学 2024-11-14 Yang Trista Cao , Lovely-Frances Domingo , Sarah Ann Gilbert , Michelle Mazurek , Katie Shilton , Hal Daumé

Since the proliferation of social media usage, hate speech has become a major crisis. Hateful content can spread quickly and create an environment of distress and hostility. Further, what can be considered hateful is contextual and varies…

社会与信息网络 · 计算机科学 2022-01-05 Tanmoy Chakraborty , Sarah Masud

Counterspeech offers a non-repressive approach to moderate hate speech in online communities. Research has examined how counterspeech chatbots restrain hate speakers and support targets, but their impact on bystanders remains unclear.…

人机交互 · 计算机科学 2026-04-23 Mengyao Wang , Shuai Ma , Nuo Li , Peng Zhang , Chenxin Li , Ning Gu , Tun Lu

As public discourse continues to move and grow online, conversations about divisive topics on social media platforms have also increased. These divisive topics prompt both contentious and non-contentious conversations. Although what…

计算与语言 · 计算机科学 2022-04-07 Jacob Beel , Tong Xiang , Sandeep Soni , Diyi Yang

The rapid advancement of large language models (LLMs) has opened new possibilities for AI for good applications. As LLMs increasingly mediate online communication, their potential to foster empathy and constructive dialogue becomes an…

人工智能 · 计算机科学 2026-03-02 Dawei Li , Abdullah Alnaibari , Arslan Bisharat , Manny Sandoval , Deborah Hall , Yasin Silva , Huan Liu

Hate speech remains a persistent and unresolved challenge in online platforms. Content moderators, working on the front lines to review user-generated content and shield viewers from hate speech, often find themselves unprotected from the…

人机交互 · 计算机科学 2025-08-04 Subin Park , Jeonghyun Kim , Jeanne Choi , Joseph Seering , Uichin Lee , Sung-Ju Lee

Online social networks have become primary means of communication. As they often exhibit undesirable effects such as hostility, polarisation or echo chambers, it is crucial to develop analytical tools that help us better understand them. In…

社会与信息网络 · 计算机科学 2024-02-22 Antoine Vendeville , Shi Zhou , Benjamin Guedj