Conceptio › Archive › OSF
OSF open access

Geometry Proposes, Judgement Disposes: Accurate Online Proposal Clustering for Digital Deliberation

OSF Authors · osf
OSF · Papers
Open Source ↗
algorithmsclusteringdeliberative-democracymodels-and-methodspolitical-theorysocial-media
Digital deliberation requires accurate clustering of proposals: equivalent contributions should be joined, while related interventions and opposing positions remain distinct. We study an online method implemented in Freedi that uses embeddings to retrieve candidates and focused language-model judgem
Conceptio Open Archive

Analyze & explore related research in Conceptio

Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.

OSF

Related documents

Record · ID 928135 · SHA-256 185604818b2f43ba
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive