Toward Collective-Centric Evaluation of Preference Inference for Participatory Democracy

arXiv:2609.02990 · cs.SI, cs.AI · Submitted 2026-09-02 · Read on arXiv

cs.SI, cs.AI

Submitted: 2026-09-02

Updated: 2026-09-10

Code: https://github.com/LequeuISIR/PrefInferenceEval

Terminology

Preference Inference — 30× in this paper
Accuracy — 29× in this paper · explained in 1 episode
Benchmark — 6× in this paper · explained in 2 episodes
Consensus Distortion — 6× in this paper
Embeddings — 6× in this paper · explained in 2 episodes
Clustering — 5× in this paper · explained in 2 episodes
Sparsity — 5× in this paper · explained in 4 episodes
Community Stability — 4× in this paper
Alignment — 3× in this paper · explained in 1 episode
Approval Rate Hit Ratio — 3× in this paper
Collaborative Filtering — 3× in this paper
Accountability — 2× in this paper · explained in 2 episodes
Contrastive Learning — 2× in this paper · explained in 5 episodes
Matrix Completion — 2× in this paper · explained in 4 episodes
Signed Bipartite Graphs — 2× in this paper
Aggregation — 1× in this paper · explained in 1 episode
Downstream Tasks — 1× in this paper · explained in 2 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Generative AI — 1× in this paper · explained in 2 episodes
In-Context Learning — 1× in this paper · explained in 4 episodes
Nearest Neighbor — 1× in this paper
Pairwise Comparisons — 1× in this paper · explained in 2 episodes

Sources

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