3 papers
cs.SI2026
Quality-Sensitive Matrix Factorization for Community Notes: Towards Sample Efficiency and Manipulation Resistance
Mohak Goyal, Nishka Arora, Ashish Goel
Community Notes is X's crowdsourced fact-checking program: contributors write short notes that add context to potentially misleading posts, and other contributors rate whether thos…
cs.SI2026
Beyond Polarization: Opinion Mixing and Social Influence in Deliberation
Mohak Goyal, Lodewijk Gelauff, Naman Gupta +2
Deliberative processes are often discussed as increasing or decreasing polarization. This approach misses a different, and arguably more diagnostic, dimension of opinion change: wh…
cs.AI2025
Question the Questions: Auditing Representation in Online Deliberative Processes
Soham De, Lodewijk Gelauff, Ashish Goel +3
A central feature of many deliberative processes, such as citizens' assemblies and deliberative polls, is the opportunity for participants to engage directly with experts. While pa…