4 citations · 7 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
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…
Maintaining Ferment: On Opinion Control Over Social Networks
Mohak Goyal, Nikhil Karamchandani, Debasish Chatterjee +1
We consider the design of external inputs to achieve a control objective on the opinions, represented by scalars, in a social network. The opinion dynamics follow a variant of the…