activity
20202026
most citedDid the Roll-Out of Community Notes Reduce Engagement With Misinformation on X/Twitter?

52 citations · 81 across the 18 of their papers we have counts for

collaborators

19 papers

cs.SI2026

Location transparency reduces activity by accounts misrepresenting their location on X

Yuwei Chuai, Thomas Renault, David Rand +1

Concerns about inauthentic accounts, including foreign actors posing as domestic voices, are central to debates about online discourse. Yet, little is known about accounts with ina…

cs.HC2026

Needs Your Help: Understanding Platform-Directed Rating Participation in Community Notes on X

Shuning Zhang, Changxi Wen, Jiuchang Wang +4

Community-based fact-checking is promising in countering misinformation, yet its scalability is constrained by slow rating accumulation. To address this challenge, platforms such a…

cs.AI2026

CoVer: Conflict-Aware Claim Verification

Shuning Zhang, Dai Shi, Bohao Chu +7

Social media fact-checking has long been challenged by evidence-level and aggregation-level conflicts, where erroneous evidence mimics authoritative news sources. To capture this c…

cs.SI2026

Community corrections have divergent downstream effects across corrected accounts

Yuwei Chuai, Thomas Renault, Nicolas Pröllochs +2

Community-based fact-checking can reduce the spread of annotated misleading posts, but whether it produces lasting behavioral change among corrected authors remains unclear. Here,…

cs.HC2026

CANote: Empowering Fact-checking Note Writing Through Scaffolded and Provenance-based Human-AI Collaboration

Shuning Zhang, Jingruo Chen, Yuwei Chuai +4

Crowdsourced fact-checking mechanisms, such as X's Community Notes, play a critical role in mitigating the spread of misinformation. However, drafting high-quality, evidence-based…

cs.SI2026

Towards Multi-Agent-Simulation-Based Community Note Evaluation

Changxi Wen, Shuning Zhang, Bohao Chu +5

Community-based fact-checking that relies on cross-consensus is expanding rapidly on social media platforms. However, the delay and low-ratio of cross-consensus community fact-chec…

cs.HC2026

Collab: Fostering Critical Identification of Deepfake Videos on Social Media via Synergistic Annotation

Shuning Zhang, Linzhi Wang, Shixuan Li +5

Identifying deepfake videos on social media platforms is challenged by dynamic spatio-temporal artifacts and inadequate user tools. This hinders both critical viewing by users and…

cs.SI2026★ 1 cited

Consensus Stability of Community Notes on X

Yuwei Chuai, Gabriele Lenzini, Nicolas Pröllochs

Community-based fact-checking systems, such as Community Notes on X (formerly Twitter), aim to mitigate online misinformation by surfacing annotations judged helpful by contributor…

cs.SI2026

Hiding Liker Identity Did Not Increase Engagement With Reputationally Risky Content on X (Formerly Twitter)

Yuwei Chuai, Manoel Horta Ribeiro, Gabriele Lenzini +1

In June 2024, X (formerly Twitter) made likes from public to private, offering a rare, platform-level opportunity to study how the visibility of engagement signals affects users' b…

cs.HC2025

Fact-Checking Comments Precede Community Notes to Misleading Posts on X

Shuning Zhang, Dai Shi, Yuwei Chuai +6

Community-based fact-checking systems, such as X's Community Notes program, offer a potentially scalable approach against online misinformation diffusion. However, their efficacy i…

cs.SI2025★ 1 cited

Request a Note: How the Request Function Shapes X's Community Notes System

Yuwei Chuai, Shuning Zhang, Ziming Wang +3

X's Community Notes is a crowdsourced fact-checking system. To improve its scalability, X introduced ``Request Community Note'' feature, enabling users to solicit fact-checks from…

cs.HC2025

More Than Just Warnings:Exploring the Ways of Communicating Credibility Assessment on Social Media

Huiyun Tang, Björn Rohles, Yuwei Chuai +2

Reducing the spread of misinformation is challenging. AI-based fact verification systems offer a promising solution by addressing the high costs and slow pace of traditional fact-c…

cs.SI2024★ 1 cited

Changes in Sentiments and User Engagement for 2024 U.S. Presidential Candidates After Biden's Withdrawal: An Analysis of TikTok Videos

Yuwei Chuai, Gabriele Lenzini

The 2024 U.S. presidential election has sparked widespread online discussions about the presidential candidates. Joe Biden's withdrawal from the race and Kamala Harris's subsequent…

cs.SI2024★ 3 cited

Community-based fact-checking reduces the spread of misleading posts on social media

Yuwei Chuai, Moritz Pilarski, Thomas Renault +4

Community-based fact-checking is a promising approach to verify social media content and correct misleading posts at scale. Yet, causal evidence regarding its effectiveness in redu…

cs.SI2024★ 5 cited

Community Fact-Checks Trigger Moral Outrage in Replies to Misleading Posts on Social Media

Yuwei Chuai, Anastasia Sergeeva, Gabriele Lenzini +1

Displaying community fact-checks is a promising approach to reduce engagement with misinformation on social media. However, how users respond to misleading content emotionally afte…

cs.SI2024★ 1 cited

From News Source Sharers to Post Viewers: How Topic Diversity and Conspiracy Theories Shape Engagement With Misinformation During a Health Crisis

Yuwei Chuai, Jichang Zhao, Gabriele Lenzini

Online engagement with misinformation threatens societal well-being, particularly during health crises when susceptibility to misinformation is heightened in a multi-topic context.…

cs.SI2023★ 1 cited

Is Fact-Checking Politically Neutral? Asymmetries in How U.S. Fact-Checking Organizations Pick Up False Statements Mentioning Political Elites

Yuwei Chuai, Jichang Zhao, Nicolas Pröllochs +1

Political elites play an important role in the proliferation of online misinformation. However, an understanding of how fact-checking platforms pick up politicized misinformation f…

cs.SI2023★ 52 cited

Did the Roll-Out of Community Notes Reduce Engagement With Misinformation on X/Twitter?

Yuwei Chuai, Haoye Tian, Nicolas Pröllochs +1

Developing interventions that successfully reduce engagement with misinformation on social media is challenging. One intervention that has recently gained great attention is X/Twit…

cs.SI2020★ 16 cited

Anger makes fake news viral online

Yuwei Chuai, Jichang Zhao

Fake news that manipulates political elections, strikes financial systems, and even incites riots is more viral than real news online, resulting in unstable societies and buffeted…