activity
20232026
most citedRank, Pack, or Approve: Voting Methods in Participatory Budgeting

3 citations · 5 across the 6 of their papers we have counts for

collaborators

8 papers

cs.CY2026

Technology-Supported Moderation in Online Deliberation

Lodewijk L. Gelauff, Ashish Goel, Sukolsak Sakshuwong

Mini-publics are an increasingly popular family of democratic innovation to broaden citizen engagement. However, convening a representative sample in person is resource-intensive,…

cs.GT2026

Anchored Sequential Deliberation

Sijing Tu, Ashish Goel

Sequential deliberation is a mechanism for collective decision making: at each round, a uniformly randomly selected pair is asked to revise a collective outcome, which then becomes…

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…

cs.AI2024

Estimating Contribution Quality in Online Deliberations Using a Large Language Model

Lodewijk Gelauff, Mohak Goyal, Bhargav Dindukurthi +2

Deliberation involves participants exchanging knowledge, arguments, and perspectives and has been shown to be effective at addressing polarization. The Stanford Online Deliberation…

cs.CY2024★ 3 cited

Rank, Pack, or Approve: Voting Methods in Participatory Budgeting

Lodewijk Gelauff, Ashish Goel

Participatory budgeting is a popular method to engage residents in budgeting decisions by local governments. The Stanford Participatory Budgeting platform is an online platform tha…

cs.CY2023★ 2 cited

Opinion Change or Differential Turnout: Changing Opinions on the Austin Police Department in a Budget Feedback Process

Lodewijk L. Gelauff, Ashish Goel

In 2020 the tragic murder of George Floyd at the hands of law enforcement ignited and intensified nationwide protests, demanding changes in police funding and allocation. This happ…